Choosing a modelling technique

	
Stata Manual makes the following point : 

**************************************************************************************
Remarks on using sampling weights

    Sampling weights are treated differently in multilevel models than they are
    in standard models such as OLS regression.  In a multilevel model,
    observation-level weights are not indicative of overall inclusion.
    Instead, they indicate inclusion conditional on the corresponding cluster
    being included at the next highest-level of sampling.

    For example, if you include only observation-level weights in a two-level
    model, mixed will assume sampling with equal probabilities at level two,
    and this may or may not be what you intended.  If the sampling at level two
    is weighted, then including only level-one weights can lead to biased
    results even if weighting at level two has been incorporated into the
    level-one weight variable.  For example, it is a common practice to
    multiply conditional weights from multiple levels into one overall weight.
    By contrast, weighted multilevel analysis requires the component weights
    from each level of sampling.

    Even if you specify sampling weights at all model levels, the scale of
    sampling weights at lower levels can affect your estimated parameters in a
    multilevel model.  That is, not only do the relative sizes of the weights
    at lower levels matter, the scale of these weights matters also.  To deal
    with this, mixed has the pwscale() option for rescaling weights in
    two-level models; see above for more information on pwscale().  Three
    scaling methods are offered, with each method known to perform well under
    certain data situations and posited models.

    In general, exercise caution when using sampling weights with mixed; see 
    Survey data in [ME] mixed for more information.
**************************************************************************************

Hence it seems better to only pick OLS models with several interactions

[#] Ologit and Oprobit Models

1. ologit  roma c.educ##i.country c.age##i.country c.ethno##i.country i.contact##i.country i.gender##i.country [iw=w22]
2. oprobit roma c.educ##i.country c.age##i.country c.ethno##i.country i.contact##i.country i.gender##i.country [iw=w22]

	[*] Postestimation

1. predict plo1 plo2 plo3 plo4 plo5 plo6 plo7 plo8 plo9 plo10
2. predict ppro1 ppro2 ppro3 ppro4 ppro5 ppro6 ppro7 ppro8 ppro9 ppro10

--- We compute one predicted probability for each outcomes of the dependant variable : roma scaled in 1/10 
--- ppro(n) are predicted probabilities for the probit model 
--- plo(n) are predicted probabilities for the probit model 

	[*] Predictive Margins
	
--- To estimate predictive margins we need to specify the outcome considered

margins,  predict(outcome(1)) atmeans
margins,  predict(outcome(2)) atmeans
margins,  predict(outcome(3)) atmeans
margins,  predict(outcome(4)) atmeans
margins,  predict(outcome(5)) atmeans
margins,  predict(outcome(6)) atmeans
margins,  predict(outcome(7)) atmeans
margins,  predict(outcome(8)) atmeans
margins,  predict(outcome(9)) atmeans
margins,  predict(outcome(10)) atmeans

--- Of course we can define other values for each independant variable 

margins, at (age = (20 (10) 80))  predict(outcome(1))
margins, at (ethno = (0 (0.5) 10))  predict(outcome(4))
margins, at (contact = (0 1))  predict(outcome(8))

etc ...


[#] GOlogit and GOprobit Models

GOlogit and GOprobit are General Ordered Logit and General Ordered Probit models

They represent an intermediate step between Ordinal Models and Mixed Multilevel Models.

- Ordinal Models considers that the function of the model applies in the same way from outcome #1 to outcome #2 than from outcome #3 to outcome #4
- This may be the case but it's a rare scenario in the real world.

- On the other hand, Mixed Multilevel Models do not consider any kind of order among the dependant variable values.
- Hence they model each outcome with no order constraint at all
- This make those models (a) difficult to estimate in terms of computation time (b) less parcimonious (c) harder to interpret and (d) it's harder to extract predicted values and predictive margins.

- GOlogit and GOprobit on the other hand (a) DO consider that the dependant variable values are ordered (b) DO NOT consider that the function is the same when moving from outcome #1 to outcome #2 to outcome #3

[ According to Stata 13 Manual ]

**********************************************************************

gologit2 is a user-written program that estimates generalized ordered logit models for ordinal dependent variables. The actual values taken on by the dependent variable are irrelevant except that larger values are assumed to
correspond to "higher" outcomes. Up to 20 outcomes are allowed. gologit2 is inspired by Vincent Fu's gologit program and is backward compatible with it (and with gologit29) but offers several additional powerful options,
including support for factor variables and complex survey data estimation.

A major strength of gologit2 is that it can also estimate three special cases of the generalized model: the proportional odds/parallel lines model, the partial proportional odds model, and the logistic regression model. Hence,
gologit2 can estimate models that are less restrictive than the proportional odds /parallel lines models estimated by ologit (whose assumptions are often violated) but more parsimonious and interpretable than those estimated by a
non-ordinal method, such as multinomial logistic regression (i.e. mlogit). The autofit option greatly simplifies the process of identifying partial proportional odds models that fit the data.

**********************************************************************

	[*] Other Link Functions

[ From Stata Manual ]

**********************************************************************

link(logit/probit/cloglog/loglog/cauchit) specifies the link function to be used.  The legal values are link(logit), link(probit), link(cloglog), link(loglog), and link(cauchit), which can be abbreviated as link(l), link(p),
link(c), link(ll) and link(ca). link(logit) is the default if the option is omitted.

The following advice is adapted from Norusis (2005, p. 84):  Probit and logit models are reasonable choices when the changes in the cumulative probabilities are gradual. If there are abrupt changes, other link functions
should be used. The log-log link may be a good model when the cumulative probabilities increase from 0 fairly slowly and then rapidly approach 1. If the opposite is true, namely that the cumulative probability for lower
scores is high and the approach to 1 is slow, the complementary log-log link may describe the data. The cauchit distribution has tails that are bigger than the normal distribution’s, hence the cauchit link may be useful when
you have more extreme values in either direction.

**********************************************************************


############################### DEMO #################################

[1] Linear Regression Model 


regress roma c.educ##i.country c.age##i.country c.ethno##i.country i.contact##i.country i.gender##i.country [iw=w22]


      Source |       SS       df       MS              Number of obs =   24327
-------------+------------------------------           F(173, 24153) =   23.24
       Model |  25066.2631   173  144.891694           Prob > F      =  0.0000
    Residual |  150613.855 24153   6.2358239           R-squared     =  0.1427
-------------+------------------------------           Adj R-squared =  0.1365
       Total |  175680.118 24326  7.22190733           Root MSE      =  2.4972

--------------------------------------------------------------------------------------------
                      roma |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------------+----------------------------------------------------------------
                      educ |  -.0363551   .0121262    -3.00   0.003    -.0601232   -.0125871
                           |
                   country |
             BE - Belgium  |   .9671368   .9591752     1.01   0.313    -.9129062     2.84718
     NL - The Netherlands  |  -.4283292   .5883064    -0.73   0.467    -1.581446     .724788
    DE-W - Germany - West  |  -.0965545   .4049719    -0.24   0.812    -.8903247    .6972158
               IT - Italy  |  -.7317943   .4583126    -1.60   0.110    -1.630116    .1665269
          LU - Luxembourg  |  -2.783058   2.888189    -0.96   0.335    -8.444088    2.877973
             DK - Denmark  |  -.2419546   .7455655    -0.32   0.746    -1.703309      1.2194
             IE - Ireland  |  -.3273797   1.423171    -0.23   0.818    -3.116883    2.462124
   GB-GBN - Great Britain  |   .6942573   .4101605     1.69   0.091    -.1096828    1.498197
  GB-NIR Northern Ireland  |   1.038371   1.750149     0.59   0.553    -2.392029    4.468771
              GR - Greece  |   1.423584   .7820962     1.82   0.069     -.109373    2.956541
                ES -Spain  |   .6549309   .4374475     1.50   0.134    -.2024933    1.512355
            PT - Portugal  |   .7161927   .8433169     0.85   0.396    -.9367608    2.369146
        DE-E Germany East  |   .6888779   .6855268     1.00   0.315    -.6547974    2.032553
             FI - Finland  |  -.5467842   .8525786    -0.64   0.521    -2.217891    1.124323
              SE - Sweden  |  -.2535795   .6011292    -0.42   0.673     -1.43183    .9246711
             AT - Austria  |   1.285863   1.052607     1.22   0.222    -.7773122    3.349039
   CY - Cyprus (Republic)  |   1.516333   2.674027     0.57   0.571    -3.724925    6.757592
      CZ - Czech Republic  |    -1.0924   1.027781    -1.06   0.288    -3.106915    .9221149
             EE - Estonia  |  -.3915077   2.207612    -0.18   0.859    -4.718565     3.93555
             HU - Hungary  |   .0011312   .9662122     0.00   0.999    -1.892705    1.894967
              LV - Latvia  |  -2.112686   1.790565    -1.18   0.238    -5.622304    1.396932
           LT - Lithuania  |  -.5313121   1.252689    -0.42   0.671    -2.986661    1.924036
               MT - Malta  |  -1.412755   5.158486    -0.27   0.784    -11.52371    8.698199
              PL - Poland  |   1.011321   .5283406     1.91   0.056    -.0242591    2.046902
            SK - Slovakia  |  -2.508881   1.273217    -1.97   0.049    -5.004466   -.0132951
            SI - Slovenia  |   .3964439   1.689175     0.23   0.814    -2.914444    3.707332
            BG - Bulgaria  |  -1.035207   .8136821    -1.27   0.203    -2.630074    .5596606
             RO - Romania  |   .7022198   .6322287     1.11   0.267    -.5369878    1.941427
                           |
            country#c.educ |
             BE - Belgium  |  -.0244766   .0387068    -0.63   0.527    -.1003442    .0513911
     NL - The Netherlands  |   .0355103   .0220072     1.61   0.107    -.0076251    .0786457
    DE-W - Germany - West  |   .0858636   .0157147     5.46   0.000     .0550617    .1166654
               IT - Italy  |   .0437164   .0173627     2.52   0.012     .0096843    .0777484
          LU - Luxembourg  |   .0726836   .1077992     0.67   0.500    -.1386095    .2839768
             DK - Denmark  |   .0258667    .023919     1.08   0.280    -.0210159    .0727494
             IE - Ireland  |   .0199388   .0626653     0.32   0.750    -.1028891    .1427668
   GB-GBN - Great Britain  |  -.0190327   .0166227    -1.14   0.252    -.0516143    .0135488
  GB-NIR Northern Ireland  |  -.0556519   .0770708    -0.72   0.470    -.2067154    .0954117
              GR - Greece  |   .0046481   .0290895     0.16   0.873    -.0523692    .0616653
                ES -Spain  |   .0097014    .016324     0.59   0.552    -.0222947    .0416974
            PT - Portugal  |   .0161917   .0315061     0.51   0.607    -.0455622    .0779457
        DE-E Germany East  |   .0014808   .0273432     0.05   0.957    -.0521135    .0550752
             FI - Finland  |   .0141547    .027857     0.51   0.611    -.0404467    .0687561
              SE - Sweden  |   .0468805   .0203179     2.31   0.021      .007056    .0867049
             AT - Austria  |   .0218644    .043312     0.50   0.614    -.0630297    .1067585
   CY - Cyprus (Republic)  |   .0123936   .1020876     0.12   0.903    -.1877044    .2124916
      CZ - Czech Republic  |   .0370343   .0452798     0.82   0.413    -.0517169    .1257856
             EE - Estonia  |   .0449196   .0894819     0.50   0.616    -.1304706    .2203097
             HU - Hungary  |   .0318583   .0423181     0.75   0.452    -.0510878    .1148045
              LV - Latvia  |   .0778233   .0745783     1.04   0.297    -.0683548    .2240013
           LT - Lithuania  |   .0562159   .0514838     1.09   0.275    -.0446956    .1571273
               MT - Malta  |   .0847898   .2377737     0.36   0.721    -.3812614    .5508411
              PL - Poland  |  -.0060194   .0218983    -0.27   0.783    -.0489414    .0369027
            SK - Slovakia  |   .0632112    .054676     1.16   0.248    -.0439571    .1703795
            SI - Slovenia  |   .0144423   .0680558     0.21   0.832    -.1189513    .1478358
            BG - Bulgaria  |    .055521   .0308335     1.80   0.072    -.0049146    .1159565
             RO - Romania  |   .0023075   .0256735     0.09   0.928    -.0480141    .0526292
                           |
                       age |   -.002587   .0026366    -0.98   0.327    -.0077548    .0025809
                           |
             country#c.age |
             BE - Belgium  |   .0005269   .0066454     0.08   0.937    -.0124985    .0135524
     NL - The Netherlands  |   .0014148   .0055045     0.26   0.797    -.0093744    .0122041
    DE-W - Germany - West  |  -.0018559    .003676    -0.50   0.614    -.0090611    .0053493
               IT - Italy  |   .0052221   .0039691     1.32   0.188    -.0025575    .0130018
          LU - Luxembourg  |   .0192158   .0303891     0.63   0.527    -.0403487    .0787803
             DK - Denmark  |  -.0058923   .0087352    -0.67   0.500    -.0230139    .0112294
             IE - Ireland  |  -.0064489   .0118673    -0.54   0.587    -.0297096    .0168117
   GB-GBN - Great Britain  |   .0164515   .0036226     4.54   0.000     .0093511     .023552
  GB-NIR Northern Ireland  |    .002982   .0149433     0.20   0.842    -.0263078    .0322718
              GR - Greece  |  -.0033447   .0070642    -0.47   0.636    -.0171909    .0105015
                ES -Spain  |   .0068331   .0041311     1.65   0.098    -.0012642    .0149304
            PT - Portugal  |   .0027644    .008165     0.34   0.735    -.0132395    .0187683
        DE-E Germany East  |   .0122835   .0056708     2.17   0.030     .0011683    .0233987
             FI - Finland  |   .0243578   .0086164     2.83   0.005     .0074691    .0412465
              SE - Sweden  |   .0065841   .0068657     0.96   0.338    -.0068731    .0200414
             AT - Austria  |   .0005568   .0080333     0.07   0.945    -.0151891    .0163026
   CY - Cyprus (Republic)  |   .0067538   .0245033     0.28   0.783    -.0412741    .0547817
      CZ - Czech Republic  |   .0073118   .0067905     1.08   0.282     -.005998    .0206215
             EE - Estonia  |   .0210479    .018004     1.17   0.242    -.0142411    .0563369
             HU - Hungary  |  -.0008724   .0070254    -0.12   0.901    -.0146427    .0128979
              LV - Latvia  |   .0468828   .0162869     2.88   0.004     .0149594    .0788062
           LT - Lithuania  |   .0210897   .0106981     1.97   0.049     .0001207    .0420587
               MT - Malta  |   .0039717   .0400663     0.10   0.921    -.0745606    .0825041
              PL - Poland  |   .0169686   .0042042     4.04   0.000      .008728    .0252091
            SK - Slovakia  |   .0089417   .0092099     0.97   0.332    -.0091103    .0269937
            SI - Slovenia  |   .0155845   .0140992     1.11   0.269    -.0120507    .0432198
            BG - Bulgaria  |   .0001219   .0076356     0.02   0.987    -.0148443    .0150881
             RO - Romania  |   .0066502   .0051865     1.28   0.200    -.0035157    .0168161
                           |
                     ethno |  -.1472293   .0181221    -8.12   0.000    -.1827497   -.1117089
                           |
           country#c.ethno |
             BE - Belgium  |   -.110882   .0459484    -2.41   0.016    -.2009437   -.0208202
     NL - The Netherlands  |  -.0343072   .0405624    -0.85   0.398     -.113812    .0451977
    DE-W - Germany - West  |  -.1231724   .0259681    -4.74   0.000    -.1740714   -.0722734
               IT - Italy  |  -.1550451   .0278454    -5.57   0.000    -.2096237   -.1004664
          LU - Luxembourg  |   .0225384   .2220651     0.10   0.919     -.412723    .4577997
             DK - Denmark  |  -.0281206   .0616759    -0.46   0.648    -.1490093    .0927681
             IE - Ireland  |   .0601568   .0805183     0.75   0.455    -.0976641    .2179777
   GB-GBN - Great Britain  |  -.0925137   .0256026    -3.61   0.000    -.1426963    -.042331
  GB-NIR Northern Ireland  |   .0365677   .1170836     0.31   0.755    -.1929235    .2660589
              GR - Greece  |  -.0552303   .0426033    -1.30   0.195    -.1387355    .0282749
                ES -Spain  |  -.2078387   .0282505    -7.36   0.000    -.2632115    -.152466
            PT - Portugal  |    -.14459    .062407    -2.32   0.021    -.2669116   -.0222683
        DE-E Germany East  |  -.2290496   .0399927    -5.73   0.000    -.3074378   -.1506615
             FI - Finland  |   .1001477   .0676873     1.48   0.139    -.0325237    .2328191
              SE - Sweden  |   .0187861   .0519138     0.36   0.717    -.0829681    .1205403
             AT - Austria  |  -.1876543    .058009    -3.23   0.001    -.3013556   -.0739531
   CY - Cyprus (Republic)  |  -.2326855   .1303667    -1.78   0.074    -.4882123    .0228414
      CZ - Czech Republic  |  -.1204902   .0612834    -1.97   0.049    -.2406096   -.0003708
             EE - Estonia  |  -.1236708   .1422253    -0.87   0.385    -.4024414    .1550997
             HU - Hungary  |  -.1943887   .0511919    -3.80   0.000    -.2947279   -.0940494
              LV - Latvia  |   .0137896   .1146708     0.12   0.904    -.2109723    .2385514
           LT - Lithuania  |  -.0592732   .0720402    -0.82   0.411    -.2004765    .0819301
               MT - Malta  |    .030688   .2421853     0.13   0.899    -.4440103    .5053863
              PL - Poland  |  -.0710624    .030859    -2.30   0.021     -.131548   -.0105769
            SK - Slovakia  |  -.0533422   .0836752    -0.64   0.524    -.2173508    .1106664
            SI - Slovenia  |    -.15488   .0880604    -1.76   0.079    -.3274839     .017724
            BG - Bulgaria  |  -.0344698   .0519089    -0.66   0.507    -.1362146    .0672749
             RO - Romania  |   .0181547   .0379172     0.48   0.632    -.0561654    .0924748
                           |
                 1.contact |   1.021964   .1284209     7.96   0.000     .7702509    1.273677
                           |
           contact#country |
           1#BE - Belgium  |  -.0962881   .4201751    -0.23   0.819    -.9198573    .7272811
   1#NL - The Netherlands  |  -.1662954   .3529698    -0.47   0.638    -.8581381    .5255473
  1#DE-W - Germany - West  |  -.5050089   .2250865    -2.24   0.025    -.9461924   -.0638253
             1#IT - Italy  |  -.1842316    .220043    -0.84   0.402    -.6155295    .2470664
        1#LU - Luxembourg  |  -1.886138   1.959896    -0.96   0.336    -5.727655    1.955379
           1#DK - Denmark  |  -.2348292   .6730344    -0.35   0.727    -1.554019     1.08436
           1#IE - Ireland  |   .2305213   .5988295     0.38   0.700    -.9432219    1.404264
 1#GB-GBN - Great Britain  |  -.1461766   .1828452    -0.80   0.424    -.5045645    .2122113
1#GB-NIR Northern Ireland  |   .2978369   .7856489     0.38   0.705    -1.242084    1.837758
            1#GR - Greece  |    .452352   .3552933     1.27   0.203     -.244045    1.148749
              1#ES -Spain  |   .0089781   .1640651     0.05   0.956    -.3125996    .3305558
          1#PT - Portugal  |  -.2671796    .277063    -0.96   0.335    -.8102404    .2758811
      1#DE-E Germany East  |   .8202839   .5560878     1.48   0.140    -.2696828    1.910251
           1#FI - Finland  |  -.8978109   .3717967    -2.41   0.016    -1.626556   -.1690662
            1#SE - Sweden  |  -.8406164   .3553293    -2.37   0.018    -1.537084   -.1441488
           1#AT - Austria  |  -.2311075   .5527604    -0.42   0.676    -1.314552    .8523372
 1#CY - Cyprus (Republic)  |  -.0724524   1.383888    -0.05   0.958    -2.784959    2.640054
    1#CZ - Czech Republic  |   .0622596   .2863777     0.22   0.828    -.4990585    .6235778
           1#EE - Estonia  |  -.1213455   1.053212    -0.12   0.908    -2.185707    1.943017
           1#HU - Hungary  |  -.1244992   .2593642    -0.48   0.631    -.6328692    .3838708
            1#LV - Latvia  |    .290957   .5875079     0.50   0.620     -.860595    1.442509
         1#LT - Lithuania  |   -.173306   .5421318    -0.32   0.749    -1.235918     .889306
             1#MT - Malta  |   1.008404   4.139304     0.24   0.808    -7.104891    9.121698
            1#PL - Poland  |   .0440716   .2483401     0.18   0.859    -.4426904    .5308336
          1#SK - Slovakia  |  -.5282784   .3276469    -1.61   0.107    -1.170487    .1139299
          1#SI - Slovenia  |  -.0233569   .6568517    -0.04   0.972    -1.310827    1.264113
          1#BG - Bulgaria  |   .3494442   .2862759     1.22   0.222    -.2116743    .9105628
           1#RO - Romania  |  -.3875744   .2030984    -1.91   0.056    -.7856599    .0105111
                           |
                  1.gender |  -.3990908   .0939963    -4.25   0.000    -.5833295   -.2148522
                           |
            gender#country |
           1#BE - Belgium  |   .2434752   .2319529     1.05   0.294     -.211167    .6981174
   1#NL - The Netherlands  |   .3003173   .1995702     1.50   0.132    -.0908527    .6914873
  1#DE-W - Germany - West  |   .1260375   .1325848     0.95   0.342     -.133837    .3859121
             1#IT - Italy  |   .5913847   .1308483     4.52   0.000      .334914    .8478555
        1#LU - Luxembourg  |   .2672128   1.032597     0.26   0.796    -1.756742    2.291168
           1#DK - Denmark  |   .4986628   .3161126     1.58   0.115    -.1209375    1.118263
           1#IE - Ireland  |   .3753114   .3703555     1.01   0.311    -.3506084    1.101231
 1#GB-GBN - Great Britain  |   -.117116   .1322569    -0.89   0.376    -.3763478    .1421159
1#GB-NIR Northern Ireland  |   .7007187   .5468653     1.28   0.200    -.3711713    1.772609
            1#GR - Greece  |  -.0849512   .2345502    -0.36   0.717    -.5446843    .3747818
              1#ES -Spain  |   .4905921   .1375893     3.57   0.000     .2209086    .7602756
          1#PT - Portugal  |   .1294568   .2483842     0.52   0.602    -.3573917    .6163053
      1#DE-E Germany East  |   .1782226   .2035595     0.88   0.381    -.2207666    .5772118
           1#FI - Finland  |   .1946603   .3187872     0.61   0.541    -.4301824    .8195029
            1#SE - Sweden  |   .1067307   .2490795     0.43   0.668    -.3814807    .5949421
           1#AT - Austria  |   .2576464   .2706967     0.95   0.341    -.2729359    .7882287
 1#CY - Cyprus (Republic)  |   .5547106    .789994     0.70   0.483    -.9937268    2.103148
    1#CZ - Czech Republic  |   .2053466   .2317786     0.89   0.376    -.2489539    .6596472
           1#EE - Estonia  |   .2256696   .6822076     0.33   0.741      -1.1115    1.562839
           1#HU - Hungary  |   .3023475   .2419154     1.25   0.211    -.1718217    .7765167
            1#LV - Latvia  |   .4598974   .5490023     0.84   0.402    -.6161814    1.535976
         1#LT - Lithuania  |   .2361841   .4017695     0.59   0.557    -.5513091    1.023677
             1#MT - Malta  |   .0731365   1.348194     0.05   0.957    -2.569408    2.715681
            1#PL - Poland  |   .3447206   .1478597     2.33   0.020     .0549064    .6345349
          1#SK - Slovakia  |   .2764008   .3144038     0.88   0.379    -.3398502    .8926518
          1#SI - Slovenia  |  -.1391744   .4920912    -0.28   0.777    -1.103704     .825355
          1#BG - Bulgaria  |   .2664598   .2722853     0.98   0.328    -.2672362    .8001559
           1#RO - Romania  |   .3840253   .1812977     2.12   0.034     .0286706    .7393801
                           |
                     _cons |   6.377472   .3090459    20.64   0.000     5.771723    6.983221
--------------------------------------------------------------------------------------------

[2] Ordered Logit Model 

ologit  roma c.educ##i.country c.age##i.country c.ethno##i.country i.contact##i.country i.gender##i.country [iw=w22]

Iteration 0:   log likelihood = -53944.518  
Iteration 1:   log likelihood = -52084.176  
Iteration 2:   log likelihood =  -52061.67  
Iteration 3:   log likelihood = -52061.653  
Iteration 4:   log likelihood = -52061.653  

Ordered logistic regression                       Number of obs   =      24366
                                                  LR chi2(173)    =    3765.73
                                                  Prob > chi2     =     0.0000
Log likelihood = -52061.653                       Pseudo R2       =     0.0349

--------------------------------------------------------------------------------------------
                      roma |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------------+----------------------------------------------------------------
                      educ |  -.0325313   .0087153    -3.73   0.000     -.049613   -.0154497
                           |
                   country |
             BE - Belgium  |   .6126687   .6700928     0.91   0.361    -.7006891    1.926026
     NL - The Netherlands  |  -.2765399   .4241018    -0.65   0.514    -1.107764    .5546842
    DE-W - Germany - West  |  -.1566476   .2840506    -0.55   0.581    -.7133766    .4000814
               IT - Italy  |  -.4416255   .3229886    -1.37   0.172    -1.074672    .1914206
          LU - Luxembourg  |  -2.212045   2.153535    -1.03   0.304    -6.432895    2.008806
             DK - Denmark  |   -.184919   .5272695    -0.35   0.726    -1.218348    .8485103
             IE - Ireland  |  -.3165113   1.004781    -0.32   0.753    -2.285847    1.652824
   GB-GBN - Great Britain  |   .4442013   .2920448     1.52   0.128     -.128196    1.016599
  GB-NIR Northern Ireland  |   .6222475   1.319066     0.47   0.637    -1.963075     3.20757
              GR - Greece  |   1.038494    .565149     1.84   0.066    -.0691774    2.146166
                ES -Spain  |   .6631188   .3122788     2.12   0.034     .0510636    1.275174
            PT - Portugal  |   .3697877   .5604125     0.66   0.509    -.7286006    1.468176
        DE-E Germany East  |   .4841112   .4838512     1.00   0.317    -.4642197    1.432442
             FI - Finland  |  -.4802051   .5752673    -0.83   0.404    -1.607708    .6472981
              SE - Sweden  |  -.3229229   .4273731    -0.76   0.450    -1.160559     .514713
             AT - Austria  |   .7866783   .7135997     1.10   0.270    -.6119514    2.185308
   CY - Cyprus (Republic)  |   1.174738   2.065978     0.57   0.570    -2.874504    5.223981
      CZ - Czech Republic  |  -.7386808   .6993263    -1.06   0.291    -2.109335    .6319737
             EE - Estonia  |  -.3037808   1.612913    -0.19   0.851    -3.465032    2.857471
             HU - Hungary  |   .1132924   .6866141     0.17   0.869    -1.232447    1.459031
              LV - Latvia  |  -1.939867   1.436229    -1.35   0.177    -4.754825    .8750906
           LT - Lithuania  |  -.4960466   .9093733    -0.55   0.585    -2.278385    1.286292
               MT - Malta  |  -.7848369   3.836807    -0.20   0.838     -8.30484    6.735166
              PL - Poland  |   .7803416   .3876893     2.01   0.044     .0204845    1.540199
            SK - Slovakia  |  -1.925148   .8713085    -2.21   0.027    -3.632881   -.2174148
            SI - Slovenia  |   .3713342   1.202046     0.31   0.757    -1.984632      2.7273
            BG - Bulgaria  |  -.7793397   .5784499    -1.35   0.178    -1.913081    .3544013
             RO - Romania  |   .3597209   .4511549     0.80   0.425    -.5245264    1.243968
                           |
            country#c.educ |
             BE - Belgium  |  -.0078093   .0270049    -0.29   0.772    -.0607379    .0451193
     NL - The Netherlands  |   .0287202   .0160482     1.79   0.074    -.0027336     .060174
    DE-W - Germany - West  |   .0659293   .0109608     6.01   0.000     .0444465    .0874121
               IT - Italy  |   .0340178   .0122798     2.77   0.006     .0099499    .0580857
          LU - Luxembourg  |   .0600667   .0810272     0.74   0.459    -.0987438    .2188772
             DK - Denmark  |   .0242869   .0170568     1.42   0.154    -.0091438    .0577176
             IE - Ireland  |   .0204106    .043895     0.46   0.642     -.065622    .1064432
   GB-GBN - Great Britain  |  -.0116047   .0116986    -0.99   0.321    -.0345335     .011324
  GB-NIR Northern Ireland  |  -.0380857   .0574442    -0.66   0.507    -.1506742    .0745028
              GR - Greece  |   .0045839   .0214679     0.21   0.831    -.0374925    .0466603
                ES -Spain  |   .0100166   .0115925     0.86   0.388    -.0127044    .0327376
            PT - Portugal  |   .0196918   .0209545     0.94   0.347    -.0213782    .0607618
        DE-E Germany East  |   .0079099   .0193678     0.41   0.683    -.0300503    .0458701
             FI - Finland  |    .016558   .0190549     0.87   0.385     -.020789     .053905
              SE - Sweden  |   .0397482   .0143895     2.76   0.006     .0115452    .0679512
             AT - Austria  |   .0240387   .0290247     0.83   0.408    -.0328487    .0809262
   CY - Cyprus (Republic)  |   .0156454   .0776853     0.20   0.840    -.1366151    .1679059
      CZ - Czech Republic  |   .0333222   .0304395     1.09   0.274    -.0263381    .0929825
             EE - Estonia  |   .0378673   .0655364     0.58   0.563    -.0905818    .1663163
             HU - Hungary  |   .0267114   .0300543     0.89   0.374    -.0321939    .0856167
              LV - Latvia  |    .074984   .0604686     1.24   0.215    -.0435324    .1935004
           LT - Lithuania  |    .047668   .0372079     1.28   0.200    -.0252582    .1205942
               MT - Malta  |   .0579139   .1774715     0.33   0.744    -.2899239    .4057517
              PL - Poland  |   -.001834   .0161327    -0.11   0.909    -.0334535    .0297854
            SK - Slovakia  |   .0543861   .0371725     1.46   0.143    -.0184707    .1272428
            SI - Slovenia  |   .0138451   .0490635     0.28   0.778    -.0823176    .1100077
            BG - Bulgaria  |   .0464442   .0218661     2.12   0.034     .0035875    .0893009
             RO - Romania  |   .0103191   .0182367     0.57   0.572    -.0254241    .0460624
                           |
                       age |  -.0012072   .0018569    -0.65   0.516    -.0048466    .0024322
                           |
             country#c.age |
             BE - Belgium  |  -.0004148   .0046496    -0.09   0.929    -.0095279    .0086984
     NL - The Netherlands  |  -.0000167   .0037755    -0.00   0.996    -.0074166    .0073831
    DE-W - Germany - West  |  -.0019302   .0025532    -0.76   0.450    -.0069344    .0030741
               IT - Italy  |   .0027079   .0027791     0.97   0.330    -.0027391    .0081549
          LU - Luxembourg  |   .0126809   .0219696     0.58   0.564    -.0303787    .0557406
             DK - Denmark  |  -.0062826   .0061348    -1.02   0.306    -.0183066    .0057414
             IE - Ireland  |  -.0044878   .0083684    -0.54   0.592    -.0208896     .011914
   GB-GBN - Great Britain  |   .0114464   .0025655     4.46   0.000     .0064181    .0164746
  GB-NIR Northern Ireland  |   .0025905   .0114359     0.23   0.821    -.0198235    .0250044
              GR - Greece  |  -.0030697   .0049486    -0.62   0.535    -.0127688    .0066293
                ES -Spain  |   .0023572   .0029185     0.81   0.419     -.003363    .0080774
            PT - Portugal  |    .001282   .0054131     0.24   0.813    -.0093276    .0118915
        DE-E Germany East  |    .006758   .0039766     1.70   0.089    -.0010359    .0145519
             FI - Finland  |   .0159927   .0058771     2.72   0.007     .0044738    .0275117
              SE - Sweden  |   .0039026    .004833     0.81   0.419    -.0055699    .0133752
             AT - Austria  |  -.0003005   .0054645    -0.05   0.956    -.0110108    .0104097
   CY - Cyprus (Republic)  |     .00356   .0190427     0.19   0.852     -.033763     .040883
      CZ - Czech Republic  |   .0050299   .0045986     1.09   0.274    -.0039831     .014043
             EE - Estonia  |   .0158334   .0132533     1.19   0.232    -.0101425    .0418094
             HU - Hungary  |  -.0014063   .0049117    -0.29   0.775    -.0110331    .0082205
              LV - Latvia  |   .0365032   .0123382     2.96   0.003     .0123208    .0606856
           LT - Lithuania  |   .0154873    .007835     1.98   0.048     .0001309    .0308437
               MT - Malta  |   .0004856   .0287985     0.02   0.987    -.0559585    .0569297
              PL - Poland  |   .0112528   .0030509     3.69   0.000     .0052731    .0172324
            SK - Slovakia  |    .006311   .0063839     0.99   0.323    -.0062013    .0188233
            SI - Slovenia  |   .0088912   .0100388     0.89   0.376    -.0107845     .028567
            BG - Bulgaria  |  -.0014581   .0053746    -0.27   0.786    -.0119922     .009076
             RO - Romania  |   .0042844   .0036453     1.18   0.240    -.0028603     .011429
                           |
                     ethno |  -.1161701   .0131755    -8.82   0.000    -.1419936   -.0903467
                           |
           country#c.ethno |
             BE - Belgium  |  -.0791231    .033203    -2.38   0.017    -.1441997   -.0140464
     NL - The Netherlands  |  -.0158714   .0289881    -0.55   0.584    -.0726871    .0409443
    DE-W - Germany - West  |  -.0795219   .0186037    -4.27   0.000    -.1159846   -.0430593
               IT - Italy  |  -.1083381   .0199761    -5.42   0.000    -.1474905   -.0691857
          LU - Luxembourg  |    .037675   .1646091     0.23   0.819    -.2849529    .3603029
             DK - Denmark  |  -.0107072   .0436868    -0.25   0.806    -.0963318    .0749174
             IE - Ireland  |   .0522125   .0586978     0.89   0.374    -.0628331    .1672582
   GB-GBN - Great Britain  |  -.0597995   .0188143    -3.18   0.001    -.0966749   -.0229241
  GB-NIR Northern Ireland  |   .0337613   .0902768     0.37   0.708     -.143178    .2107006
              GR - Greece  |  -.0289957   .0308749    -0.94   0.348    -.0895094    .0315181
                ES -Spain  |  -.1627904   .0209089    -7.79   0.000    -.2037711   -.1218096
            PT - Portugal  |  -.0851514   .0422392    -2.02   0.044    -.1679388   -.0023641
        DE-E Germany East  |  -.1579926   .0289205    -5.46   0.000    -.2146757   -.1013095
             FI - Finland  |   .0841426   .0481412     1.75   0.080    -.0102124    .1784975
              SE - Sweden  |    .031133   .0366147     0.85   0.395    -.0406304    .1028964
             AT - Austria  |  -.1232126   .0412443    -2.99   0.003      -.20405   -.0423753
   CY - Cyprus (Republic)  |  -.1837256   .0978236    -1.88   0.060    -.3754564    .0080052
      CZ - Czech Republic  |  -.0888876   .0426783    -2.08   0.037    -.1725355   -.0052397
             EE - Estonia  |  -.1034384    .108474    -0.95   0.340    -.3160436    .1091667
             HU - Hungary  |  -.1493602   .0374787    -3.99   0.000    -.2228171   -.0759033
              LV - Latvia  |   .0102177   .0889223     0.11   0.909    -.1640669    .1845023
           LT - Lithuania  |  -.0455648    .054107    -0.84   0.400    -.1516126     .060483
               MT - Malta  |    .017419   .1849824     0.09   0.925    -.3451398    .3799778
              PL - Poland  |  -.0549325   .0226906    -2.42   0.015    -.0994053   -.0104597
            SK - Slovakia  |  -.0340691   .0589204    -0.58   0.563    -.1495509    .0814128
            SI - Slovenia  |  -.1117802   .0654053    -1.71   0.087    -.2399723    .0164119
            BG - Bulgaria  |   -.018024   .0375275    -0.48   0.631    -.0915765    .0555285
             RO - Romania  |   .0190911   .0270121     0.71   0.480    -.0338517    .0720339
                           |
                 1.contact |   .7252876   .0945544     7.67   0.000     .5399644    .9106108
                           |
           contact#country |
           1#BE - Belgium  |  -.0922842   .2953824    -0.31   0.755    -.6712231    .4866547
   1#NL - The Netherlands  |  -.1571885     .25035    -0.63   0.530    -.6478656    .3334885
  1#DE-W - Germany - West  |  -.4261787   .1625219    -2.62   0.009    -.7447158   -.1076417
             1#IT - Italy  |  -.1267415   .1544292    -0.82   0.412    -.4294172    .1759343
        1#LU - Luxembourg  |  -1.283251    1.42327    -0.90   0.367    -4.072809    1.506307
           1#DK - Denmark  |  -.1347623   .4885352    -0.28   0.783    -1.092274     .822749
           1#IE - Ireland  |   .1264055   .4298546     0.29   0.769     -.716094    .9689051
 1#GB-GBN - Great Britain  |  -.0842782   .1343267    -0.63   0.530    -.3475537    .1789973
1#GB-NIR Northern Ireland  |   .2512005      .5785     0.43   0.664    -.8826387     1.38504
            1#GR - Greece  |   .3044916   .2557728     1.19   0.234     -.196814    .8057971
              1#ES -Spain  |  -.0025435   .1191004    -0.02   0.983     -.235976     .230889
          1#PT - Portugal  |  -.2207569   .1864948    -1.18   0.237      -.58628    .1447662
      1#DE-E Germany East  |   .5061371   .4142639     1.22   0.222    -.3058052    1.318079
           1#FI - Finland  |  -.6388471   .2540011    -2.52   0.012     -1.13668    -.141014
            1#SE - Sweden  |  -.6196994   .2480991    -2.50   0.012    -1.105965   -.1334341
           1#AT - Austria  |  -.2347038   .3744777    -0.63   0.531    -.9686667     .499259
 1#CY - Cyprus (Republic)  |  -.0138279   1.051404    -0.01   0.990    -2.074542    2.046887
    1#CZ - Czech Republic  |   .0261901   .1952705     0.13   0.893     -.356533    .4089132
           1#EE - Estonia  |  -.0344032   .7983407    -0.04   0.966    -1.599122    1.530316
           1#HU - Hungary  |  -.1755656   .1854719    -0.95   0.344    -.5390837    .1879526
            1#LV - Latvia  |   .2958103   .4426659     0.67   0.504     -.571799     1.16342
         1#LT - Lithuania  |   -.021111   .4132158    -0.05   0.959    -.8309991    .7887772
             1#MT - Malta  |   .6499739   2.810644     0.23   0.817    -4.858786    6.158734
            1#PL - Poland  |   .2393222    .193836     1.23   0.217    -.1405894    .6192339
          1#SK - Slovakia  |  -.2827087    .228718    -1.24   0.216    -.7309877    .1655704
          1#SI - Slovenia  |   .0116002   .4851895     0.02   0.981    -.9393538    .9625542
          1#BG - Bulgaria  |   .2309528   .2020485     1.14   0.253    -.1650549    .6269605
           1#RO - Romania  |   -.296216   .1435786    -2.06   0.039    -.5776248   -.0148072
                           |
                  1.gender |  -.2447927   .0673512    -3.63   0.000    -.3767985   -.1127868
                           |
            gender#country |
           1#BE - Belgium  |   .1310587   .1629421     0.80   0.421     -.188302    .4504195
   1#NL - The Netherlands  |   .1782617   .1381136     1.29   0.197     -.092436    .4489595
  1#DE-W - Germany - West  |   .0873991   .0928902     0.94   0.347    -.0946623    .2694604
             1#IT - Italy  |    .348683   .0923568     3.78   0.000      .167667     .529699
        1#LU - Luxembourg  |   .1655496   .7577292     0.22   0.827    -1.319572    1.650672
           1#DK - Denmark  |   .2782322   .2224884     1.25   0.211     -.157837    .7143015
           1#IE - Ireland  |   .2089818   .2586996     0.81   0.419      -.29806    .7160236
 1#GB-GBN - Great Britain  |  -.0934409   .0947224    -0.99   0.324    -.2790934    .0922116
1#GB-NIR Northern Ireland  |   .4981431   .4111446     1.21   0.226    -.3076856    1.303972
            1#GR - Greece  |  -.1064164   .1661536    -0.64   0.522    -.4320715    .2192387
              1#ES -Spain  |    .306298   .0983774     3.11   0.002     .1134819    .4991141
          1#PT - Portugal  |   .0806123   .1660069     0.49   0.627    -.2447552    .4059798
      1#DE-E Germany East  |   .0685458    .142205     0.48   0.630    -.2101708    .3472624
           1#FI - Finland  |   .0900377   .2171857     0.41   0.678    -.3356384    .5157138
            1#SE - Sweden  |   .0315784   .1751418     0.18   0.857    -.3116932    .3748501
           1#AT - Austria  |   .1639198   .1844817     0.89   0.374    -.1976576    .5254972
 1#CY - Cyprus (Republic)  |   .3080306     .59711     0.52   0.606    -.8622835    1.478345
    1#CZ - Czech Republic  |   .1025414    .158255     0.65   0.517    -.2076327    .4127155
           1#EE - Estonia  |    .098137   .5026851     0.20   0.845    -.8871077    1.083382
           1#HU - Hungary  |   .1396108   .1707611     0.82   0.414    -.1950748    .4742963
            1#LV - Latvia  |   .2350632   .4109425     0.57   0.567    -.5703692    1.040496
         1#LT - Lithuania  |   .1379343     .29375     0.47   0.639    -.4378051    .7136737
             1#MT - Malta  |  -.0163317   .9943102    -0.02   0.987    -1.965144    1.932481
            1#PL - Poland  |   .2009121   .1077483     1.86   0.062    -.0102707    .4120949
          1#SK - Slovakia  |   .1653776   .2184827     0.76   0.449    -.2628406    .5935957
          1#SI - Slovenia  |  -.1694656   .3568155    -0.47   0.635     -.868811    .5298799
          1#BG - Bulgaria  |    .180824   .1905942     0.95   0.343    -.1927337    .5543818
           1#RO - Romania  |   .2511311   .1262297     1.99   0.047     .0037254    .4985369
---------------------------+----------------------------------------------------------------
                     /cut1 |    -3.2544   .2223975                     -3.690291   -2.818508
                     /cut2 |  -2.699101   .2219783                      -3.13417   -2.264031
                     /cut3 |  -1.948299   .2215668                     -2.382562   -1.514036
                     /cut4 |  -1.411425   .2213474                     -1.845258   -.9775922
                     /cut5 |  -.5004789   .2211043                     -.9338354   -.0671224
                     /cut6 |  -.0422492   .2210664                     -.4755313     .391033
                     /cut7 |    .468335   .2211393                        .03491      .90176
                     /cut8 |   1.044769   .2213674                      .6108973    1.478641
                     /cut9 |    1.36966   .2215494                      .9354312    1.803889
--------------------------------------------------------------------------------------------

[3] Ordered Probit Model 

oprobit  roma c.educ##i.country c.age##i.country c.ethno##i.country i.contact##i.country i.gender##i.country [iw=w22]

Iteration 0:   log likelihood = -53944.518  
Iteration 1:   log likelihood = -52098.205  
Iteration 2:   log likelihood = -52097.777  
Iteration 3:   log likelihood = -52097.777  

Ordered probit regression                         Number of obs   =      24366
                                                  LR chi2(173)    =    3693.48
                                                  Prob > chi2     =     0.0000
Log likelihood = -52097.777                       Pseudo R2       =     0.0342

--------------------------------------------------------------------------------------------
                      roma |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------------+----------------------------------------------------------------
                      educ |  -.0134607   .0050078    -2.69   0.007    -.0232758   -.0036456
                           |
                   country |
             BE - Belgium  |   .4466201   .3928923     1.14   0.256    -.3234347    1.216675
     NL - The Netherlands  |  -.1220089   .2416543    -0.50   0.614    -.5956426    .3516248
    DE-W - Germany - West  |  -.0361735   .1664582    -0.22   0.828    -.3624256    .2900786
               IT - Italy  |  -.2405137   .1883455    -1.28   0.202    -.6096641    .1286366
          LU - Luxembourg  |  -1.190124   1.195532    -1.00   0.320    -3.533323    1.153076
             DK - Denmark  |  -.0668064   .3062333    -0.22   0.827    -.6670126    .5333998
             IE - Ireland  |  -.1735395    .580657    -0.30   0.765    -1.311606    .9645273
   GB-GBN - Great Britain  |   .3458476   .1693222     2.04   0.041     .0139822    .6777129
  GB-NIR Northern Ireland  |   .4127789   .7164937     0.58   0.565    -.9915229    1.817081
              GR - Greece  |    .566355   .3222221     1.76   0.079    -.0651886    1.197899
                ES -Spain  |   .2659909    .181132     1.47   0.142    -.0890212     .621003
            PT - Portugal  |   .2741824   .3433456     0.80   0.425    -.3987627    .9471274
        DE-E Germany East  |   .3163725   .2817846     1.12   0.262    -.2359151    .8686602
             FI - Finland  |  -.2210961   .3480585    -0.64   0.525    -.9032782     .461086
              SE - Sweden  |  -.1058539   .2472272    -0.43   0.669    -.5904103    .3787026
             AT - Austria  |   .5590136   .4302707     1.30   0.194    -.2843014    1.402329
   CY - Cyprus (Republic)  |   .5778484    1.11669     0.52   0.605    -1.610824    2.766521
      CZ - Czech Republic  |  -.4083194   .4218012    -0.97   0.333    -1.235035    .4183958
             EE - Estonia  |  -.1593739   .9147914    -0.17   0.862    -1.952332    1.633584
             HU - Hungary  |    .044804   .3996405     0.11   0.911    -.7384769     .828085
              LV - Latvia  |  -.9038731   .7747747    -1.17   0.243    -2.422404    .6146574
           LT - Lithuania  |  -.2103549   .5201577    -0.40   0.686    -1.229845    .8091354
               MT - Malta  |  -.4774448   2.118394    -0.23   0.822     -4.62942    3.674531
              PL - Poland  |   .4469157   .2198709     2.03   0.042     .0159767    .8778548
            SK - Slovakia  |  -1.081798   .5246908    -2.06   0.039    -2.110173   -.0534227
            SI - Slovenia  |   .1755729   .6976866     0.25   0.801    -1.191868    1.543013
            BG - Bulgaria  |  -.3862493   .3339189    -1.16   0.247    -1.040718    .2682198
             RO - Romania  |   .2583656   .2602164     0.99   0.321    -.2516493    .7683804
                           |
            country#c.educ |
             BE - Belgium  |  -.0105369   .0158647    -0.66   0.507    -.0416312    .0205573
     NL - The Netherlands  |   .0124135   .0090562     1.37   0.170    -.0053362    .0301632
    DE-W - Germany - West  |    .034119   .0064628     5.28   0.000     .0214521     .046786
               IT - Italy  |    .016258   .0071417     2.28   0.023     .0022606    .0302554
          LU - Luxembourg  |   .0301654   .0446618     0.68   0.499    -.0573701    .1177009
             DK - Denmark  |   .0093822   .0098388     0.95   0.340    -.0099014    .0286658
             IE - Ireland  |   .0090503   .0255512     0.35   0.723    -.0410291    .0591298
   GB-GBN - Great Britain  |  -.0106003   .0068552    -1.55   0.122    -.0240363    .0028357
  GB-NIR Northern Ireland  |  -.0219196   .0314728    -0.70   0.486    -.0836052     .039766
              GR - Greece  |   .0011756   .0119662     0.10   0.922    -.0222778    .0246289
                ES -Spain  |   .0034964   .0067534     0.52   0.605      -.00974    .0167329
            PT - Portugal  |   .0056569   .0128319     0.44   0.659    -.0194931    .0308069
        DE-E Germany East  |   .0004575   .0112269     0.04   0.967    -.0215468    .0224618
             FI - Finland  |   .0054829   .0114021     0.48   0.631    -.0168648    .0278305
              SE - Sweden  |   .0178067   .0083725     2.13   0.033     .0013968    .0342165
             AT - Austria  |    .007894   .0176438     0.45   0.655    -.0266871    .0424751
   CY - Cyprus (Republic)  |   .0054043   .0426256     0.13   0.899    -.0781404    .0889491
      CZ - Czech Republic  |   .0144028   .0185576     0.78   0.438    -.0219694    .0507751
             EE - Estonia  |   .0181462   .0371811     0.49   0.626    -.0547275    .0910198
             HU - Hungary  |   .0124701   .0174871     0.71   0.476    -.0218039    .0467442
              LV - Latvia  |   .0332576   .0327622     1.02   0.310    -.0309552    .0974703
           LT - Lithuania  |   .0224606   .0213922     1.05   0.294    -.0194674    .0643885
               MT - Malta  |   .0294656   .0976674     0.30   0.763    -.1619589    .2208901
              PL - Poland  |  -.0047873   .0091028    -0.53   0.599    -.0226283    .0130538
            SK - Slovakia  |   .0273148   .0225326     1.21   0.225    -.0168482    .0714779
            SI - Slovenia  |   .0051146   .0281351     0.18   0.856    -.0500291    .0602583
            BG - Bulgaria  |   .0212053   .0126194     1.68   0.093    -.0035282    .0459388
             RO - Romania  |  -.0001077   .0105473    -0.01   0.992    -.0207801    .0205646
                           |
                       age |  -.0009675   .0010838    -0.89   0.372    -.0030916    .0011567
                           |
             country#c.age |
             BE - Belgium  |  -.0002494   .0027197    -0.09   0.927    -.0055799    .0050811
     NL - The Netherlands  |   .0002431   .0022487     0.11   0.914    -.0041643    .0046505
    DE-W - Germany - West  |   -.000986   .0015075    -0.65   0.513    -.0039407    .0019687
               IT - Italy  |   .0019439   .0016292     1.19   0.233    -.0012493     .005137
          LU - Luxembourg  |    .007737   .0124961     0.62   0.536    -.0167548    .0322289
             DK - Denmark  |  -.0028154   .0035735    -0.79   0.431    -.0098193    .0041885
             IE - Ireland  |  -.0024308   .0048493    -0.50   0.616    -.0119353    .0070736
   GB-GBN - Great Britain  |   .0065679   .0014936     4.40   0.000     .0036406    .0094952
  GB-NIR Northern Ireland  |   .0008854   .0061742     0.14   0.886    -.0112158    .0129867
              GR - Greece  |  -.0012353   .0028974    -0.43   0.670    -.0069142    .0044435
                ES -Spain  |   .0028291   .0017055     1.66   0.097    -.0005136    .0061718
            PT - Portugal  |   .0010785   .0033178     0.33   0.745    -.0054243    .0075812
        DE-E Germany East  |   .0052417   .0023406     2.24   0.025     .0006541    .0098293
             FI - Finland  |   .0096158   .0035188     2.73   0.006      .002719    .0165125
              SE - Sweden  |   .0025417   .0028167     0.90   0.367    -.0029789    .0080622
             AT - Austria  |  -.0001937   .0032842    -0.06   0.953    -.0066306    .0062431
   CY - Cyprus (Republic)  |   .0031613   .0102331     0.31   0.757    -.0168952    .0232177
      CZ - Czech Republic  |   .0031551   .0027905     1.13   0.258    -.0023142    .0086243
             EE - Estonia  |   .0083987    .007442     1.13   0.259    -.0061873    .0229846
             HU - Hungary  |  -.0002736   .0028992    -0.09   0.925     -.005956    .0054088
              LV - Latvia  |   .0196791   .0068605     2.87   0.004     .0062328    .0331254
           LT - Lithuania  |   .0088364   .0044542     1.98   0.047     .0001064    .0175665
               MT - Malta  |   .0009071   .0164194     0.06   0.956    -.0312743    .0330884
              PL - Poland  |   .0067832   .0017441     3.89   0.000     .0033649    .0102015
            SK - Slovakia  |   .0040784   .0038196     1.07   0.286    -.0034078    .0115647
            SI - Slovenia  |   .0064914   .0058279     1.11   0.265    -.0049311     .017914
            BG - Bulgaria  |  -.0006193   .0031331    -0.20   0.843    -.0067601    .0055216
             RO - Romania  |   .0028838   .0021313     1.35   0.176    -.0012935     .007061
                           |
                     ethno |  -.0635459   .0075219    -8.45   0.000    -.0782885   -.0488033
                           |
           country#c.ethno |
             BE - Belgium  |  -.0469828   .0190555    -2.47   0.014    -.0843309   -.0096347
     NL - The Netherlands  |  -.0102538   .0166948    -0.61   0.539    -.0429751    .0224674
    DE-W - Germany - West  |  -.0446882     .01074    -4.16   0.000    -.0657383   -.0236381
               IT - Italy  |  -.0651974    .011548    -5.65   0.000    -.0878311   -.0425636
          LU - Luxembourg  |   .0147542    .092339     0.16   0.873     -.166227    .1957354
             DK - Denmark  |   -.006442   .0253515    -0.25   0.799    -.0561301     .043246
             IE - Ireland  |   .0278995   .0331178     0.84   0.400    -.0370101    .0928091
   GB-GBN - Great Britain  |  -.0371573   .0106449    -3.49   0.000    -.0580209   -.0162937
  GB-NIR Northern Ireland  |   .0174236   .0488257     0.36   0.721     -.078273    .1131202
              GR - Greece  |  -.0185732   .0175874    -1.06   0.291    -.0530439    .0158976
                ES -Spain  |  -.0819452   .0117868    -6.95   0.000    -.1050468   -.0588436
            PT - Portugal  |  -.0467784   .0254931    -1.83   0.067    -.0967439    .0031871
        DE-E Germany East  |  -.0992216   .0167179    -5.94   0.000    -.1319881   -.0664551
             FI - Finland  |   .0419867   .0277359     1.51   0.130    -.0123746     .096348
              SE - Sweden  |   .0142429    .021308     0.67   0.504    -.0275199    .0560057
             AT - Austria  |  -.0734861   .0239775    -3.06   0.002    -.1204812   -.0264909
   CY - Cyprus (Republic)  |  -.0961674   .0548231    -1.75   0.079    -.2036187     .011284
      CZ - Czech Republic  |  -.0526674   .0253421    -2.08   0.038    -.1023371   -.0029978
             EE - Estonia  |  -.0494796   .0594659    -0.83   0.405    -.1660307    .0670715
             HU - Hungary  |  -.0851569   .0213841    -3.98   0.000    -.1270691   -.0432448
              LV - Latvia  |   .0048326   .0487409     0.10   0.921    -.0906978     .100363
           LT - Lithuania  |  -.0264357   .0302003    -0.88   0.381    -.0856272    .0327557
               MT - Malta  |   .0150984   .1003375     0.15   0.880    -.1815594    .2117562
              PL - Poland  |  -.0259154    .012852    -2.02   0.044    -.0511048    -.000726
            SK - Slovakia  |  -.0238842   .0348215    -0.69   0.493    -.0921331    .0443647
            SI - Slovenia  |  -.0669453   .0368176    -1.82   0.069    -.1391065    .0052158
            BG - Bulgaria  |  -.0094534   .0214263    -0.44   0.659    -.0514481    .0325413
             RO - Romania  |   .0115173   .0156487     0.74   0.462    -.0191535    .0421881
                           |
                 1.contact |   .4124075    .053058     7.77   0.000     .3084158    .5163992
                           |
           contact#country |
           1#BE - Belgium  |  -.0442253   .1720574    -0.26   0.797    -.3814517     .293001
   1#NL - The Netherlands  |  -.0906737   .1445259    -0.63   0.530    -.3739392    .1925919
  1#DE-W - Germany - West  |  -.2191414    .092497    -2.37   0.018    -.4004322   -.0378507
             1#IT - Italy  |    -.07974   .0903245    -0.88   0.377    -.2567728    .0972928
        1#LU - Luxembourg  |  -.7712814   .8184347    -0.94   0.346    -2.375384    .8328212
           1#DK - Denmark  |  -.1197104    .275067    -0.44   0.663    -.6588319     .419411
           1#IE - Ireland  |   .0746496   .2461295     0.30   0.762    -.4077554    .5570546
 1#GB-GBN - Great Britain  |  -.0530021   .0757622    -0.70   0.484    -.2014932     .095489
1#GB-NIR Northern Ireland  |   .1518852   .3296173     0.46   0.645    -.4941529    .7979233
            1#GR - Greece  |   .1656058   .1473038     1.12   0.261    -.1231044     .454316
              1#ES -Spain  |   .0159602    .067848     0.24   0.814    -.1170195    .1489399
          1#PT - Portugal  |  -.1191726   .1129694    -1.05   0.291    -.3405886    .1022434
      1#DE-E Germany East  |   .2884347   .2296246     1.26   0.209    -.1616212    .7384906
           1#FI - Finland  |  -.3599206   .1518168    -2.37   0.018     -.657476   -.0623652
            1#SE - Sweden  |  -.3424205   .1455504    -2.35   0.019    -.6276939    -.057147
           1#AT - Austria  |  -.1061581   .2261139    -0.47   0.639    -.5493333    .3370171
 1#CY - Cyprus (Republic)  |   .0056183   .5794296     0.01   0.992    -1.130043     1.14128
    1#CZ - Czech Republic  |    .036445    .117306     0.31   0.756    -.1934706    .2663606
           1#EE - Estonia  |  -.0256681    .442032    -0.06   0.954    -.8920349    .8406987
           1#HU - Hungary  |   -.055686   .1070037    -0.52   0.603    -.2654094    .1540374
            1#LV - Latvia  |   .1574943   .2492229     0.63   0.527    -.3309735    .6459621
         1#LT - Lithuania  |  -.0397649   .2289554    -0.17   0.862    -.4885092    .4089795
             1#MT - Malta  |   .4261995   1.717397     0.25   0.804    -2.939838    3.792237
            1#PL - Poland  |   .0932131   .1069583     0.87   0.383    -.1164214    .3028475
          1#SK - Slovakia  |  -.1655868   .1356182    -1.22   0.222    -.4313936    .1002199
          1#SI - Slovenia  |   .0005881   .2731573     0.00   0.998    -.5347904    .5359666
          1#BG - Bulgaria  |   .1406342   .1174138     1.20   0.231    -.0894926     .370761
           1#RO - Romania  |  -.1537799    .083419    -1.84   0.065    -.3172782    .0097183
                           |
                  1.gender |  -.1629288   .0387384    -4.21   0.000    -.2388546    -.087003
                           |
            gender#country |
           1#BE - Belgium  |   .0982732   .0951412     1.03   0.302       -.0882    .2847464
   1#NL - The Netherlands  |   .1279478   .0815009     1.57   0.116     -.031791    .2876867
  1#DE-W - Germany - West  |   .0650535   .0544366     1.20   0.232    -.0416403    .1717473
             1#IT - Italy  |   .2402682   .0537799     4.47   0.000     .1348615     .345675
        1#LU - Luxembourg  |   .1221378   .4260983     0.29   0.774    -.7129996    .9572752
           1#DK - Denmark  |   .1955972   .1294004     1.51   0.131    -.0580228    .4492172
           1#IE - Ireland  |   .1681595   .1512953     1.11   0.266    -.1283739    .4646929
 1#GB-GBN - Great Britain  |  -.0528436   .0545757    -0.97   0.333      -.15981    .0541228
1#GB-NIR Northern Ireland  |   .2791714   .2258466     1.24   0.216    -.1634798    .7218225
            1#GR - Greece  |  -.0296615   .0961511    -0.31   0.758    -.2181142    .1587912
              1#ES -Spain  |   .1905417   .0569212     3.35   0.001     .0789782    .3021053
          1#PT - Portugal  |   .0555006   .1010772     0.55   0.583    -.1426072    .2536083
      1#DE-E Germany East  |   .0535493   .0840086     0.64   0.524    -.1111045     .218203
           1#FI - Finland  |   .0850056   .1298667     0.65   0.513    -.1695283    .3395396
            1#SE - Sweden  |   .0615942   .1020338     0.60   0.546    -.1383884    .2615767
           1#AT - Austria  |   .1006162   .1106286     0.91   0.363    -.1162119    .3174443
 1#CY - Cyprus (Republic)  |   .2233162   .3297094     0.68   0.498    -.4229024    .8695347
    1#CZ - Czech Republic  |   .0766482   .0954593     0.80   0.422    -.1104486     .263745
           1#EE - Estonia  |   .0829112   .2819367     0.29   0.769    -.4696746    .6354969
           1#HU - Hungary  |   .1187422   .0998257     1.19   0.234    -.0769126     .314397
            1#LV - Latvia  |   .1721172   .2302364     0.75   0.455    -.2791379    .6233722
         1#LT - Lithuania  |   .0951705   .1667894     0.57   0.568    -.2317308    .4220717
             1#MT - Malta  |   .0213527   .5554827     0.04   0.969    -1.067373    1.110079
            1#PL - Poland  |   .1380652    .061347     2.25   0.024     .0178274    .2583031
          1#SK - Slovakia  |   .1008815   .1303592     0.77   0.439    -.1546179    .3563808
          1#SI - Slovenia  |  -.0576161   .2034718    -0.28   0.777    -.4564134    .3411813
          1#BG - Bulgaria  |   .1130103   .1115856     1.01   0.311    -.1056936    .3317141
           1#RO - Romania  |   .1601932   .0743877     2.15   0.031     .0143961    .3059904
---------------------------+----------------------------------------------------------------
                     /cut1 |  -1.794279   .1278849                     -2.044929   -1.543629
                     /cut2 |  -1.498683   .1277942                     -1.749155   -1.248211
                     /cut3 |  -1.071729   .1276878                     -1.321992   -.8214657
                     /cut4 |  -.7514953   .1276225                     -1.001631   -.5013598
                     /cut5 |  -.1957719   .1275302                     -.4457264    .0541827
                     /cut6 |   .0822815   .1275043                     -.1676223    .3321852
                     /cut7 |   .3849065   .1275242                      .1349636    .6348494
                     /cut8 |   .7137891   .1276009                       .463696    .9638823
                     /cut9 |   .8917732   .1276541                      .6415758    1.141971
--------------------------------------------------------------------------------------------

[4] GOlogit Model

gologit2  roma c.educ##i.country c.age##i.country c.ethno##i.country i.contact##i.country i.gender##i.country [iw=w22]

Generalized Ordered Logit Estimates               Number of obs   =      24366
                                                  LR chi2(1554)   =    6884.28
                                                  Prob > chi2     =     0.0000
Log likelihood = -50502.379                       Pseudo R2       =     0.0638

--------------------------------------------------------------------------------------------
                      roma |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------------+----------------------------------------------------------------
1                          |
                      educ |   .0405325   .0143862     2.82   0.005     .0123361    .0687289
                           |
                   country |
             BE - Belgium  |   3.082262   1.341331     2.30   0.022     .4533016    5.711222
     NL - The Netherlands  |   3.130088    .944383     3.31   0.001     1.279131    4.981044
    DE-W - Germany - West  |  -1.462319    .797869    -1.83   0.067    -3.026114    .1014752
               IT - Italy  |   1.629241   .5820837     2.80   0.005     .4883784    2.770104
          LU - Luxembourg  |  -1.795624   2.989982    -0.60   0.548    -7.655881    4.064632
             DK - Denmark  |    1.09147   1.117424     0.98   0.329     -1.09864     3.28158
             IE - Ireland  |  -.4589047   2.135934    -0.21   0.830    -4.645258    3.727449
   GB-GBN - Great Britain  |   2.190713   .5446873     4.02   0.000     1.123146    3.258281
  GB-NIR Northern Ireland  |  -20.12066   9.744415    -2.06   0.039    -39.21936   -1.021955
              GR - Greece  |   2.564189   1.205025     2.13   0.033     .2023826    4.925995
                ES -Spain  |   .1826569   .6192991     0.29   0.768    -1.031147    1.396461
            PT - Portugal  |   4.194643   2.293127     1.83   0.067    -.2998035     8.68909
        DE-E Germany East  |   2.571497   .8771278     2.93   0.003     .8523583    4.290636
             FI - Finland  |   2.348707   2.599332     0.90   0.366     -2.74589    7.443303
              SE - Sweden  |   .4054534   1.537531     0.26   0.792    -2.608052    3.418959
             AT - Austria  |   4.838053   1.984863     2.44   0.015     .9477938    8.728313
   CY - Cyprus (Republic)  |   1.065689   3.323288     0.32   0.748    -5.447836    7.579214
      CZ - Czech Republic  |   .6641466   1.117355     0.59   0.552    -1.525829    2.854122
             EE - Estonia  |  -.0130174   3.156271    -0.00   0.997    -6.199195     6.17316
             HU - Hungary  |   1.354919   1.220285     1.11   0.267    -1.036795    3.746633
              LV - Latvia  |  -.3827679   4.191585    -0.09   0.927    -8.598124    7.832588
           LT - Lithuania  |   .8468607   1.878771     0.45   0.652    -2.835463    4.529185
               MT - Malta  |   1.604375   6.523952     0.25   0.806    -11.18234    14.39109
              PL - Poland  |  -.2975579   .8207113    -0.36   0.717    -1.906122    1.311007
            SK - Slovakia  |  -1.760907   1.424337    -1.24   0.216    -4.552557    1.030743
            SI - Slovenia  |   .6934741   2.386375     0.29   0.771    -3.983735    5.370683
            BG - Bulgaria  |   .0680131   1.278997     0.05   0.958    -2.438775    2.574801
             RO - Romania  |   .1836155   1.039676     0.18   0.860    -1.854112    2.221343
                           |
            country#c.educ |
             BE - Belgium  |  -.0438676   .0520973    -0.84   0.400    -.1459763    .0582412
     NL - The Netherlands  |  -.0679698   .0301554    -2.25   0.024    -.1270734   -.0088662
    DE-W - Germany - West  |   .1876202   .0390064     4.81   0.000      .111169    .2640714
               IT - Italy  |  -.0362388   .0210448    -1.72   0.085    -.0774859    .0050083
          LU - Luxembourg  |   .0344337   .1190592     0.29   0.772     -.198918    .2677854
             DK - Denmark  |   -.023598   .0313867    -0.75   0.452    -.0851149    .0379189
             IE - Ireland  |   .0448124    .098361     0.46   0.649    -.1479716    .2375965
   GB-GBN - Great Britain  |  -.0524317   .0209808    -2.50   0.012    -.0935533   -.0113102
  GB-NIR Northern Ireland  |   1.210956   .5655636     2.14   0.032      .102472    2.319441
              GR - Greece  |  -.0603087   .0405691    -1.49   0.137    -.1398226    .0192052
                ES -Spain  |  -.0217556    .023642    -0.92   0.357     -.068093    .0245819
            PT - Portugal  |  -.1050119   .0857044    -1.23   0.220    -.2729894    .0629656
        DE-E Germany East  |  -.0227622   .0356684    -0.64   0.523    -.0926709    .0471465
             FI - Finland  |  -.0257962   .0788421    -0.33   0.744    -.1803239    .1287314
              SE - Sweden  |   .0588258   .0576034     1.02   0.307    -.0540747    .1717263
             AT - Austria  |   -.021002   .0811033    -0.26   0.796    -.1799616    .1379576
   CY - Cyprus (Republic)  |  -.0110163   .1213273    -0.09   0.928    -.2488134    .2267808
      CZ - Czech Republic  |   -.020084   .0481177    -0.42   0.676    -.1143929    .0742249
             EE - Estonia  |   .0181538   .1295476     0.14   0.889    -.2357549    .2720625
             HU - Hungary  |  -.0143065   .0534588    -0.27   0.789    -.1190837    .0904708
              LV - Latvia  |  -.0027412   .1892142    -0.01   0.988    -.3735943    .3681119
           LT - Lithuania  |   .0026066   .0749356     0.03   0.972    -.1442645    .1494777
               MT - Malta  |  -.0586731   .2943233    -0.20   0.842    -.6355361    .5181899
              PL - Poland  |   .0114297   .0341674     0.33   0.738    -.0555371    .0783965
            SK - Slovakia  |   .0319715   .0629577     0.51   0.612    -.0914234    .1553665
            SI - Slovenia  |  -.0112047   .0984179    -0.11   0.909    -.2041003    .1816909
            BG - Bulgaria  |   .0381269   .0502311     0.76   0.448    -.0603243    .1365781
             RO - Romania  |  -.0224592   .0446545    -0.50   0.615    -.1099804     .065062
                           |
                       age |   .0022367    .003297     0.68   0.498    -.0042252    .0086986
                           |
             country#c.age |
             BE - Belgium  |  -.0147965   .0090003    -1.64   0.100    -.0324369    .0028439
     NL - The Netherlands  |  -.0134172   .0086218    -1.56   0.120    -.0303157    .0034813
    DE-W - Germany - West  |  -.0015547   .0053988    -0.29   0.773    -.0121361    .0090266
               IT - Italy  |  -.0019522   .0050063    -0.39   0.697    -.0117644    .0078599
          LU - Luxembourg  |   .0025326   .0323235     0.08   0.938    -.0608202    .0658854
             DK - Denmark  |  -.0122974   .0128793    -0.95   0.340    -.0375404    .0129455
             IE - Ireland  |   -.004675   .0158069    -0.30   0.767     -.035656     .026306
   GB-GBN - Great Britain  |   .0009955   .0051459     0.19   0.847    -.0090902    .0110813
  GB-NIR Northern Ireland  |  -.0219222    .025948    -0.84   0.398    -.0727793     .028935
              GR - Greece  |  -.0041473    .010631    -0.39   0.696    -.0249836     .016689
                ES -Spain  |   .0110529   .0054559     2.03   0.043     .0003595    .0217463
            PT - Portugal  |    .005864   .0197996     0.30   0.767    -.0329426    .0446705
        DE-E Germany East  |   .0014857   .0070057     0.21   0.832    -.0122452    .0152166
             FI - Finland  |   .0211974   .0189939     1.12   0.264      -.01603    .0584249
              SE - Sweden  |  -.0289743   .0160524    -1.80   0.071    -.0604364    .0024878
             AT - Austria  |  -.0083794   .0120904    -0.69   0.488    -.0320761    .0153173
   CY - Cyprus (Republic)  |   .0064676    .026135     0.25   0.805    -.0447559    .0576912
      CZ - Czech Republic  |   .0064171   .0074015     0.87   0.386    -.0080896    .0209237
             EE - Estonia  |   .0044818   .0221401     0.20   0.840     -.038912    .0478756
             HU - Hungary  |   .0015209    .008244     0.18   0.854    -.0146371    .0176789
              LV - Latvia  |   .0276716   .0296229     0.93   0.350    -.0303883    .0857314
           LT - Lithuania  |   .0116728   .0146956     0.79   0.427    -.0171302    .0404757
               MT - Malta  |  -.0087022   .0464836    -0.19   0.851    -.0998083     .082404
              PL - Poland  |   .0065134   .0062326     1.05   0.296    -.0057023    .0187291
            SK - Slovakia  |   .0080279   .0091573     0.88   0.381    -.0099201    .0259759
            SI - Slovenia  |   .0099007   .0192543     0.51   0.607    -.0278371    .0476385
            BG - Bulgaria  |   -.013724   .0095502    -1.44   0.151    -.0324421     .004994
             RO - Romania  |   .0120293   .0111188     1.08   0.279    -.0097631    .0338216
                           |
                     ethno |  -.0994923   .0198106    -5.02   0.000    -.1383204   -.0606643
                           |
           country#c.ethno |
             BE - Belgium  |  -.1917081   .0589292    -3.25   0.001    -.3072072    -.076209
     NL - The Netherlands  |  -.1104655   .0549507    -2.01   0.044     -.218167   -.0027641
    DE-W - Germany - West  |  -.1050193   .0388911    -2.70   0.007    -.1812445   -.0287941
               IT - Italy  |  -.1719564   .0321648    -5.35   0.000    -.2349983   -.1089145
          LU - Luxembourg  |   .1272246   .2447152     0.52   0.603    -.3524084    .6068577
             DK - Denmark  |   .0437551   .0815309     0.54   0.591    -.1160425    .2035526
             IE - Ireland  |  -.0267707   .1004637    -0.27   0.790    -.2236759    .1701345
   GB-GBN - Great Britain  |  -.1086713    .031628    -3.44   0.001    -.1706611   -.0466815
  GB-NIR Northern Ireland  |   .0289664   .2201283     0.13   0.895    -.4024771    .4604098
              GR - Greece  |   -.062931   .0672864    -0.94   0.350      -.19481    .0689479
                ES -Spain  |  -.0077623   .0357324    -0.22   0.828    -.0777965    .0622718
            PT - Portugal  |  -.1338231   .1665183    -0.80   0.422    -.4601929    .1925467
        DE-E Germany East  |  -.2930945   .0556185    -5.27   0.000    -.4021048   -.1840842
             FI - Finland  |  -.2229156   .1894911    -1.18   0.239    -.5943114    .1484801
              SE - Sweden  |   .1845862   .1277721     1.44   0.149    -.0658425    .4350149
             AT - Austria  |  -.4368122   .1101479    -3.97   0.000    -.6526981   -.2209264
   CY - Cyprus (Republic)  |  -.1717396    .185949    -0.92   0.356    -.5361929    .1927138
      CZ - Czech Republic  |  -.1216368   .0707819    -1.72   0.086    -.2603668    .0170933
             EE - Estonia  |  -.0518059   .1825835    -0.28   0.777     -.409663    .3060512
             HU - Hungary  |  -.2128787   .0655826    -3.25   0.001    -.3414182   -.0843393
              LV - Latvia  |  -.0000371   .2335818    -0.00   1.000     -.457849    .4577748
           LT - Lithuania  |  -.1712311   .1102854    -1.55   0.121    -.3873865    .0449243
               MT - Malta  |  -.0192155   .2846335    -0.07   0.946    -.5770869     .538656
              PL - Poland  |   .1282809   .0482534     2.66   0.008      .033706    .2228558
            SK - Slovakia  |   .0155846   .0855584     0.18   0.855    -.1521067     .183276
            SI - Slovenia  |  -.1488139   .1103326    -1.35   0.177    -.3650619     .067434
            BG - Bulgaria  |  -.0107491   .0746017    -0.14   0.885    -.1569658    .1354676
             RO - Romania  |   .1020539   .0714632     1.43   0.153    -.0380114    .2421192
                           |
                   contact |
                        1  |   .5271807   .1821981     2.89   0.004      .170079    .8842823
                           |
           contact#country |
           1#BE - Belgium  |  -.3887438     .69489    -0.56   0.576    -1.750703    .9732155
   1#NL - The Netherlands  |  -.1559957   .6201603    -0.25   0.801    -1.371487    1.059496
  1#DE-W - Germany - West  |  -1.190752   .5546718    -2.15   0.032    -2.277888   -.1036148
             1#IT - Italy  |  -.4684239   .3169408    -1.48   0.139    -1.089617    .1527688
        1#LU - Luxembourg  |  -1.088216   1.844758    -0.59   0.555    -4.703876    2.527444
           1#DK - Denmark  |  -.4243074   .9414752    -0.45   0.652    -2.269565     1.42095
           1#IE - Ireland  |   .3618797   1.172656     0.31   0.758    -1.936485    2.660244
 1#GB-GBN - Great Britain  |   .5993314   .3493257     1.72   0.086    -.0853345    1.283997
1#GB-NIR Northern Ireland  |  -1.184842   2.542399    -0.47   0.641    -6.167851    3.798168
            1#GR - Greece  |   .4614725   .7473236     0.62   0.537    -1.003255      1.9262
              1#ES -Spain  |   .0268574   .2341668     0.11   0.909     -.432101    .4858159
          1#PT - Portugal  |   .0925612   .7529172     0.12   0.902    -1.383129    1.568252
      1#DE-E Germany East  |  -16.91429   2122.631    -0.01   0.994    -4177.194    4143.365
           1#FI - Finland  |  -.4338922   .8734705    -0.50   0.619    -2.145863    1.278079
            1#SE - Sweden  |   1.257547   1.578699     0.80   0.426    -1.836646    4.351739
           1#AT - Austria  |   13.99317     2064.9     0.01   0.995    -4033.136    4061.123
 1#CY - Cyprus (Republic)  |   .1506674   1.918414     0.08   0.937    -3.609356     3.91069
    1#CZ - Czech Republic  |   .1615709   .3794707     0.43   0.670    -.5821781    .9053198
           1#EE - Estonia  |  -.0104749   1.558113    -0.01   0.995     -3.06432     3.04337
           1#HU - Hungary  |  -.2339829   .3215444    -0.73   0.467    -.8641984    .3962326
            1#LV - Latvia  |   .8006656   1.296408     0.62   0.537    -1.740247    3.341578
         1#LT - Lithuania  |  -.3132243   .8100689    -0.39   0.699     -1.90093    1.274482
             1#MT - Malta  |          0  (omitted)
            1#PL - Poland  |  -.0600931     .54504    -0.11   0.912    -1.128352    1.008166
          1#SK - Slovakia  |   .2315206     .35383     0.65   0.513    -.4619735    .9250148
          1#SI - Slovenia  |   .2428244   1.157552     0.21   0.834    -2.025935    2.511584
          1#BG - Bulgaria  |   .4935195   .4244649     1.16   0.245    -.3384165    1.325456
           1#RO - Romania  |   .1140963   .3545872     0.32   0.748    -.5808819    .8090745
                           |
                    gender |
                        1  |  -.2523031   .1118208    -2.26   0.024    -.4714679   -.0331383
                           |
            gender#country |
           1#BE - Belgium  |  -.0094412   .2906129    -0.03   0.974    -.5790321    .5601496
   1#NL - The Netherlands  |   .1815473   .2989618     0.61   0.544    -.4044071    .7675017
  1#DE-W - Germany - West  |   .1504315   .2097495     0.72   0.473    -.2606699    .5615329
             1#IT - Italy  |   .4604018   .1574202     2.92   0.003     .1518639    .7689397
        1#LU - Luxembourg  |   .2904658   1.108036     0.26   0.793    -1.881244    2.462176
           1#DK - Denmark  |   .1908122   .4328821     0.44   0.659     -.657621    1.039245
           1#IE - Ireland  |   .7751237     .52846     1.47   0.142    -.2606389    1.810886
 1#GB-GBN - Great Britain  |  -.4369934   .1898276    -2.30   0.021    -.8090487   -.0649381
1#GB-NIR Northern Ireland  |   2.133752    1.20912     1.76   0.078    -.2360799    4.503583
            1#GR - Greece  |  -.0161717    .343483    -0.05   0.962    -.6893861    .6570427
              1#ES -Spain  |   .0953751   .1846638     0.52   0.606    -.2665593    .4573094
          1#PT - Portugal  |  -.8111827   .6274809    -1.29   0.196    -2.041023    .4186572
      1#DE-E Germany East  |  -.1390508   .2441165    -0.57   0.569    -.6175103    .3394087
           1#FI - Finland  |   .6659967   .7232056     0.92   0.357    -.7514601    2.083454
            1#SE - Sweden  |   1.278094   .6563653     1.95   0.052     -.008358    2.564547
           1#AT - Austria  |  -.1592601   .4214906    -0.38   0.706    -.9853665    .6668464
 1#CY - Cyprus (Republic)  |   .2354073   .8181675     0.29   0.774    -1.368171    1.838986
    1#CZ - Czech Republic  |  -.0437338   .2531191    -0.17   0.863     -.539838    .4523704
           1#EE - Estonia  |  -.0056825   .8749743    -0.01   0.995    -1.720601    1.709236
           1#HU - Hungary  |   .1872128   .2886722     0.65   0.517    -.3785743    .7529998
            1#LV - Latvia  |   .2131216   .8446013     0.25   0.801    -1.442267     1.86851
         1#LT - Lithuania  |   .3449287   .5924999     0.58   0.560    -.8163498    1.506207
             1#MT - Malta  |  -.0315624    1.51099    -0.02   0.983    -2.993048    2.929923
            1#PL - Poland  |   .4617366   .2288852     2.02   0.044     .0131299    .9103434
          1#SK - Slovakia  |  -.0313975   .3135963    -0.10   0.920     -.646035      .58324
          1#SI - Slovenia  |  -.0027608   .6460227    -0.00   0.997    -1.268942     1.26342
          1#BG - Bulgaria  |   .0620377    .372543     0.17   0.868    -.6681332    .7922086
           1#RO - Romania  |    .029883   .2921148     0.10   0.919    -.5426515    .6024176
                           |
                     _cons |   1.500201   .3761266     3.99   0.000     .7630068    2.237396
---------------------------+----------------------------------------------------------------
2                          |
                      educ |   .0249248   .0125284     1.99   0.047     .0003696      .04948
                           |
                   country |
             BE - Belgium  |   1.773376   .9975829     1.78   0.075    -.1818502    3.728603
     NL - The Netherlands  |   1.764112   .7415252     2.38   0.017     .3107495    3.217475
    DE-W - Germany - West  |   .7207408   .5228439     1.38   0.168    -.3040145    1.745496
               IT - Italy  |   .8401748   .4778904     1.76   0.079    -.0964732    1.776823
          LU - Luxembourg  |  -1.791641    2.74032    -0.65   0.513     -7.16257    3.579288
             DK - Denmark  |   .4149054   .8391346     0.49   0.621    -1.229768    2.059579
             IE - Ireland  |  -.2865604   1.688733    -0.17   0.865    -3.596417    3.023296
   GB-GBN - Great Britain  |   1.385618   .4809262     2.88   0.004     .4430201    2.328216
  GB-NIR Northern Ireland  |   .1009773   2.135155     0.05   0.962    -4.083849    4.285804
              GR - Greece  |   1.645335   .9064085     1.82   0.069    -.1311934    3.421863
                ES -Spain  |    .173682   .5440934     0.32   0.750    -.8927214    1.240085
            PT - Portugal  |   .9578689   1.259532     0.76   0.447    -1.510768    3.426506
        DE-E Germany East  |   2.700702   .8021647     3.37   0.001     1.128488    4.272916
             FI - Finland  |   1.645787   1.503251     1.09   0.274    -1.300531    4.592104
              SE - Sweden  |   .2754255   .9356394     0.29   0.768    -1.558394    2.109245
             AT - Austria  |   4.398863    1.57152     2.80   0.005     1.318741    7.478985
   CY - Cyprus (Republic)  |   2.405929   2.962871     0.81   0.417    -3.401191    8.213049
      CZ - Czech Republic  |   .4653589   .9706024     0.48   0.632    -1.436987    2.367705
             EE - Estonia  |   .0465443   2.666202     0.02   0.986    -5.179116    5.272205
             HU - Hungary  |   1.538027   1.066605     1.44   0.149    -.5524802    3.628535
              LV - Latvia  |   .5523726   2.979323     0.19   0.853    -5.286994    6.391739
           LT - Lithuania  |   .3726562   1.558692     0.24   0.811    -2.682324    3.427636
               MT - Malta  |  -.7871584   5.888669    -0.13   0.894    -12.32874    10.75442
              PL - Poland  |   .4581346   .6874536     0.67   0.505    -.8892497    1.805519
            SK - Slovakia  |  -1.159742   1.197143    -0.97   0.333    -3.506099    1.186615
            SI - Slovenia  |    1.32574   2.072129     0.64   0.522    -2.735559    5.387038
            BG - Bulgaria  |  -.0334594   .9788484    -0.03   0.973    -1.951967    1.885048
             RO - Romania  |   .2071707   .9200516     0.23   0.822    -1.596097    2.010439
                           |
            country#c.educ |
             BE - Belgium  |  -.0354491   .0400265    -0.89   0.376    -.1138997    .0430014
     NL - The Netherlands  |  -.0560876   .0261874    -2.14   0.032    -.1074139   -.0047612
    DE-W - Germany - West  |   .0578102   .0211258     2.74   0.006     .0164044    .0992159
               IT - Italy  |  -.0140161   .0174048    -0.81   0.421    -.0481289    .0200967
          LU - Luxembourg  |   .0286826   .1097228     0.26   0.794    -.1863701    .2437353
             DK - Denmark  |  -.0118352   .0268068    -0.44   0.659    -.0643755    .0407051
             IE - Ireland  |   .0102747   .0742124     0.14   0.890    -.1351788    .1557283
   GB-GBN - Great Britain  |  -.0413408   .0191118    -2.16   0.031    -.0787992   -.0038823
  GB-NIR Northern Ireland  |   -.014594   .0950752    -0.15   0.878    -.2009379    .1717499
              GR - Greece  |  -.0455081   .0321561    -1.42   0.157     -.108533    .0175167
                ES -Spain  |   -.018088   .0211098    -0.86   0.392    -.0594624    .0232865
            PT - Portugal  |  -.0190294   .0460906    -0.41   0.680    -.1093653    .0713065
        DE-E Germany East  |  -.0323731   .0312142    -1.04   0.300    -.0935518    .0288056
             FI - Finland  |  -.0329932   .0460947    -0.72   0.474    -.1233371    .0573507
              SE - Sweden  |   .0081573   .0331739     0.25   0.806    -.0568625     .073177
             AT - Austria  |  -.0681758   .0622106    -1.10   0.273    -.1901063    .0537547
   CY - Cyprus (Republic)  |  -.0551238   .1062179    -0.52   0.604     -.263307    .1530593
      CZ - Czech Republic  |  -.0000305   .0414495    -0.00   0.999    -.0812701     .081209
             EE - Estonia  |   .0164675    .111635     0.15   0.883    -.2023331     .235268
             HU - Hungary  |  -.0251989   .0454857    -0.55   0.580    -.1143492    .0639514
              LV - Latvia  |  -.0082321    .131848    -0.06   0.950    -.2666494    .2501852
           LT - Lithuania  |   .0141818   .0620951     0.23   0.819    -.1075225     .135886
               MT - Malta  |   .0245685    .274742     0.09   0.929    -.5139159    .5630529
              PL - Poland  |  -.0250128   .0280218    -0.89   0.372    -.0799344    .0299089
            SK - Slovakia  |   .0054007   .0523355     0.10   0.918     -.097175    .1079765
            SI - Slovenia  |   -.029889   .0851983    -0.35   0.726    -.1968746    .1370967
            BG - Bulgaria  |   .0197098   .0379089     0.52   0.603    -.0545903      .09401
             RO - Romania  |   .0204988   .0386433     0.53   0.596    -.0552407    .0962383
                           |
                       age |    .004449   .0027931     1.59   0.111    -.0010253    .0099234
                           |
             country#c.age |
             BE - Belgium  |  -.0054322   .0066935    -0.81   0.417    -.0185512    .0076867
     NL - The Netherlands  |  -.0018957   .0067611    -0.28   0.779    -.0151471    .0113558
    DE-W - Germany - West  |  -.0071193   .0042949    -1.66   0.097     -.015537    .0012985
               IT - Italy  |    -.00271   .0040695    -0.67   0.505     -.010686     .005266
          LU - Luxembourg  |   .0067651   .0271511     0.25   0.803      -.04645    .0599803
             DK - Denmark  |  -.0096234   .0093738    -1.03   0.305    -.0279957    .0087488
             IE - Ireland  |   -.004313   .0130863    -0.33   0.742    -.0299616    .0213356
   GB-GBN - Great Britain  |   .0040948   .0042539     0.96   0.336    -.0042427    .0124323
  GB-NIR Northern Ireland  |   .0022046   .0189051     0.12   0.907    -.0348487    .0392578
              GR - Greece  |  -.0068217   .0079563    -0.86   0.391    -.0224157    .0087723
                ES -Spain  |   .0062486   .0047239     1.32   0.186      -.00301    .0155071
            PT - Portugal  |   .0119265   .0127626     0.93   0.350    -.0130877    .0369407
        DE-E Germany East  |  -.0056098   .0061516    -0.91   0.362    -.0176667     .006447
             FI - Finland  |   .0175274   .0138549     1.27   0.206    -.0096277    .0446825
              SE - Sweden  |  -.0028347   .0104491    -0.27   0.786    -.0233145    .0176452
             AT - Austria  |  -.0098787   .0100612    -0.98   0.326    -.0295984    .0098409
   CY - Cyprus (Republic)  |    -.00888   .0243703    -0.36   0.716    -.0566449    .0388849
      CZ - Czech Republic  |   .0016669   .0065378     0.25   0.799    -.0111469    .0144807
             EE - Estonia  |   .0022613   .0193474     0.12   0.907     -.035659    .0401815
             HU - Hungary  |  -.0080016   .0072328    -1.11   0.269    -.0221776    .0061744
              LV - Latvia  |   .0167748   .0211237     0.79   0.427    -.0246269    .0581765
           LT - Lithuania  |   .0091878   .0132481     0.69   0.488     -.016778    .0351537
               MT - Malta  |   .0005745   .0398473     0.01   0.988    -.0775247    .0786737
              PL - Poland  |   .0041112   .0052778     0.78   0.436    -.0062331    .0144556
            SK - Slovakia  |   .0037288    .008284     0.45   0.653    -.0125075    .0199652
            SI - Slovenia  |  -.0016724   .0162255    -0.10   0.918    -.0334737     .030129
            BG - Bulgaria  |  -.0084074   .0080547    -1.04   0.297    -.0241944    .0073796
             RO - Romania  |   .0035024   .0073318     0.48   0.633    -.0108677    .0178725
                           |
                     ethno |  -.1118412   .0177912    -6.29   0.000    -.1467113   -.0769712
                           |
           country#c.ethno |
             BE - Belgium  |   -.171253   .0478185    -3.58   0.000    -.2649755   -.0775305
     NL - The Netherlands  |  -.0797102   .0454809    -1.75   0.080    -.1688511    .0094308
    DE-W - Germany - West  |  -.1133875   .0303095    -3.74   0.000    -.1727931   -.0539819
               IT - Italy  |  -.1617658   .0275686    -5.87   0.000    -.2157992   -.1077323
          LU - Luxembourg  |   .0563775   .2075028     0.27   0.786    -.3503205    .4630754
             DK - Denmark  |   .0017912   .0621192     0.03   0.977    -.1199601    .1235426
             IE - Ireland  |   .0163911    .087651     0.19   0.852    -.1554017    .1881838
   GB-GBN - Great Britain  |  -.0632698   .0282528    -2.24   0.025    -.1186442   -.0078954
  GB-NIR Northern Ireland  |   .0792182   .1416797     0.56   0.576    -.1984689    .3569053
              GR - Greece  |  -.0177151   .0513136    -0.35   0.730    -.1182879    .0828576
                ES -Spain  |  -.0525444   .0314299    -1.67   0.095    -.1141459    .0090572
            PT - Portugal  |  -.0840407   .0844911    -0.99   0.320    -.2496403    .0815589
        DE-E Germany East  |  -.2454295    .048891    -5.02   0.000     -.341254   -.1496049
             FI - Finland  |  -.1389871   .1164053    -1.19   0.232    -.3671373    .0891632
              SE - Sweden  |   .0872261   .0774716     1.13   0.260    -.0646155    .2390677
             AT - Austria  |  -.3223242   .0860792    -3.74   0.000    -.4910363    -.153612
   CY - Cyprus (Republic)  |  -.1403503   .1494635    -0.94   0.348    -.4332934    .1525927
      CZ - Czech Republic  |  -.1400683   .0649537    -2.16   0.031    -.2673753   -.0127614
             EE - Estonia  |  -.0607708   .1560046    -0.39   0.697    -.3665342    .2449926
             HU - Hungary  |  -.1639782   .0558412    -2.94   0.003    -.2734249   -.0545315
              LV - Latvia  |   -.105592   .1638914    -0.64   0.519    -.4268132    .2156293
           LT - Lithuania  |  -.1160549   .0992034    -1.17   0.242    -.3104901    .0783802
               MT - Malta  |   .0329205   .2439716     0.13   0.893    -.4452551    .5110961
              PL - Poland  |    .077153   .0385222     2.00   0.045     .0016508    .1526552
            SK - Slovakia  |  -.0018589   .0754466    -0.02   0.980    -.1497316    .1460138
            SI - Slovenia  |  -.1277094   .0971089    -1.32   0.188    -.3180394    .0626206
            BG - Bulgaria  |  -.0214693   .0610082    -0.35   0.725    -.1410431    .0981045
             RO - Romania  |   .0108001   .0555245     0.19   0.846     -.098026    .1196261
                           |
                   contact |
                        1  |   .5983882   .1551051     3.86   0.000     .2943878    .9023886
                           |
           contact#country |
           1#BE - Belgium  |  -.1141938   .5234523    -0.22   0.827    -1.140141    .9117539
   1#NL - The Netherlands  |  -.1492471    .454825    -0.33   0.743    -1.040688    .7421935
  1#DE-W - Germany - West  |  -.1619834   .3843159    -0.42   0.673    -.9152287    .5912618
             1#IT - Italy  |  -.4451808   .2611432    -1.70   0.088    -.9570121    .0666505
        1#LU - Luxembourg  |  -.9258027   1.709181    -0.54   0.588    -4.275735     2.42413
           1#DK - Denmark  |  -.5733138   .7303458    -0.78   0.432    -2.004765    .8581376
           1#IE - Ireland  |   .0280851   .8139376     0.03   0.972    -1.567203    1.623374
 1#GB-GBN - Great Britain  |  -.0175855   .2473891    -0.07   0.943    -.5024593    .4672882
1#GB-NIR Northern Ireland  |   .0289993   1.254283     0.02   0.982     -2.42935    2.487349
            1#GR - Greece  |  -.0784121   .4684005    -0.17   0.867    -.9964603    .8396361
              1#ES -Spain  |   .0199625    .202025     0.10   0.921    -.3759993    .4159242
          1#PT - Portugal  |   .4940318   .4823234     1.02   0.306    -.4513047    1.439368
      1#DE-E Germany East  |   11.15715   892.0072     0.01   0.990    -1737.145    1759.459
           1#FI - Finland  |  -.2132614   .6109784    -0.35   0.727    -1.410757    .9842342
            1#SE - Sweden  |  -.1468016   .6115997    -0.24   0.810    -1.345515    1.051912
           1#AT - Austria  |   .4381428   1.665037     0.26   0.792    -2.825269    3.701555
 1#CY - Cyprus (Republic)  |   .0001578   1.738371     0.00   1.000    -3.406987    3.407303
    1#CZ - Czech Republic  |   .4888888   .3438905     1.42   0.155    -.1851242    1.162902
           1#EE - Estonia  |  -.1212281   1.289446    -0.09   0.925    -2.648497     2.40604
           1#HU - Hungary  |  -.2406536   .2814258    -0.86   0.392    -.7922381    .3109308
            1#LV - Latvia  |   .1508695   .8631795     0.17   0.861    -1.540931     1.84267
         1#LT - Lithuania  |   -.331575   .6937911    -0.48   0.633     -1.69138     1.02823
             1#MT - Malta  |          0  (omitted)
            1#PL - Poland  |  -.5083972   .3717938    -1.37   0.171      -1.2371    .2203052
          1#SK - Slovakia  |   .0273442   .3084441     0.09   0.929    -.5771951    .6318836
          1#SI - Slovenia  |   .1033867   .9899473     0.10   0.917    -1.836874    2.043648
          1#BG - Bulgaria  |   .3122248   .3346213     0.93   0.351    -.3436208    .9680704
           1#RO - Romania  |  -.3134773   .2980623    -1.05   0.293    -.8976687     .270714
                           |
                    gender |
                        1  |  -.3679086   .0986045    -3.73   0.000    -.5611699   -.1746472
                           |
            gender#country |
           1#BE - Belgium  |   .2064599   .2294599     0.90   0.368    -.2432733    .6561931
   1#NL - The Netherlands  |   .3498536   .2285882     1.53   0.126     -.098171    .7978782
  1#DE-W - Germany - West  |   .0066218   .1573588     0.04   0.966    -.3017957    .3150393
             1#IT - Italy  |   .6480149   .1327855     4.88   0.000     .3877601    .9082697
        1#LU - Luxembourg  |   .4083093   .9749777     0.42   0.675    -1.502612    2.319231
           1#DK - Denmark  |   .5033392   .3345219     1.50   0.132    -.1523116     1.15899
           1#IE - Ireland  |   .7344714   .4076796     1.80   0.072    -.0645659    1.533509
 1#GB-GBN - Great Britain  |  -.1192608   .1568881    -0.76   0.447    -.4267558    .1882342
1#GB-NIR Northern Ireland  |    .276531   .6973887     0.40   0.692    -1.090326    1.643388
            1#GR - Greece  |   .1382632   .2582572     0.54   0.592    -.3679116     .644438
              1#ES -Spain  |   .5393077   .1577126     3.42   0.001     .2301968    .8484187
          1#PT - Portugal  |     .14535   .3572456     0.41   0.684    -.5548385    .8455385
      1#DE-E Germany East  |    .005956    .220299     0.03   0.978     -.425822     .437734
           1#FI - Finland  |   .4399814   .4709908     0.93   0.350    -.4831436    1.363106
            1#SE - Sweden  |   .5728382   .3788873     1.51   0.131    -.1697672    1.315444
           1#AT - Austria  |   .3052966   .3397884     0.90   0.369    -.3606766    .9712697
 1#CY - Cyprus (Republic)  |   .1857841   .7496394     0.25   0.804    -1.283482     1.65505
    1#CZ - Czech Republic  |     .12676   .2250265     0.56   0.573    -.3142837    .5678038
           1#EE - Estonia  |   .0837148   .7291524     0.11   0.909    -1.345398    1.512827
           1#HU - Hungary  |   .2698238   .2481278     1.09   0.277    -.2164978    .7561455
            1#LV - Latvia  |    .547669   .6976638     0.79   0.432     -.819727    1.915065
         1#LT - Lithuania  |   .4718269   .5047559     0.93   0.350    -.5174766     1.46113
             1#MT - Malta  |   .0726598   1.283635     0.06   0.955    -2.443219    2.588539
            1#PL - Poland  |   .5430999   .1855532     2.93   0.003     .1794223    .9067775
          1#SK - Slovakia  |   .2334645    .279154     0.84   0.403    -.3136672    .7805962
          1#SI - Slovenia  |   .1902137   .5690813     0.33   0.738    -.9251652    1.305593
          1#BG - Bulgaria  |   .1734877   .2982161     0.58   0.561    -.4110052    .7579806
           1#RO - Romania  |    .461812   .2511049     1.84   0.066    -.0303446    .9539686
                           |
                     _cons |   1.423345     .32773     4.34   0.000     .7810062    2.065684
---------------------------+----------------------------------------------------------------
3                          |
                      educ |  -.0215222   .0109013    -1.97   0.048    -.0428884    -.000156
                           |
                   country |
             BE - Belgium  |   .7245833   .8366522     0.87   0.386    -.9152249    2.364391
     NL - The Netherlands  |   .6492907   .5882316     1.10   0.270     -.503622    1.802203
    DE-W - Germany - West  |   .6067045   .4087829     1.48   0.138    -.1944952    1.407904
               IT - Italy  |  -.0128413   .4064641    -0.03   0.975    -.8094962    .7838137
          LU - Luxembourg  |  -2.161787    2.61328    -0.83   0.408    -7.283721    2.960147
             DK - Denmark  |   .2743268   .6921361     0.40   0.692    -1.082235    1.630889
             IE - Ireland  |   .6178357   1.395219     0.44   0.658    -2.116744    3.352415
   GB-GBN - Great Britain  |   .2654001   .3907794     0.68   0.497    -.5005134    1.031314
  GB-NIR Northern Ireland  |   .2961579   1.625969     0.18   0.855    -2.890682    3.482998
              GR - Greece  |   1.066663   .7982606     1.34   0.181    -.4978988    2.631225
                ES -Spain  |   .5247411   .4423135     1.19   0.235    -.3421774     1.39166
            PT - Portugal  |   .8281985   .8875908     0.93   0.351    -.9114474    2.567844
        DE-E Germany East  |    1.23399   .6881262     1.79   0.073    -.1147128    2.582692
             FI - Finland  |   .8203754   1.037337     0.79   0.429    -1.212769     2.85352
              SE - Sweden  |  -.4637888   .6230921    -0.74   0.457    -1.685027    .7574492
             AT - Austria  |   2.065426   1.181904     1.75   0.081    -.2510638    4.381917
   CY - Cyprus (Republic)  |   1.428462   2.620956     0.55   0.586    -3.708518    6.565441
      CZ - Czech Republic  |  -.2500532   .8492557    -0.29   0.768    -1.914564    1.414457
             EE - Estonia  |  -.3549073   2.110224    -0.17   0.866     -4.49087    3.781056
             HU - Hungary  |   .5855096   .8753574     0.67   0.504    -1.130159    2.301179
              LV - Latvia  |  -1.697256    2.14367    -0.79   0.429    -5.898772     2.50426
           LT - Lithuania  |   .3234715   1.360152     0.24   0.812    -2.342377     2.98932
               MT - Malta  |   .1705339   4.980507     0.03   0.973    -9.591081    9.932149
              PL - Poland  |  -.3999788   .5477484    -0.73   0.465    -1.473546    .6735884
            SK - Slovakia  |  -1.189254   1.074596    -1.11   0.268    -3.295423    .9169148
            SI - Slovenia  |   .6573554   1.711621     0.38   0.701     -2.69736    4.012071
            BG - Bulgaria  |  -.3367451   .7766052    -0.43   0.665    -1.858863    1.185373
             RO - Romania  |   .7001722    .755273     0.93   0.354    -.7801357     2.18048
                           |
            country#c.educ |
             BE - Belgium  |  -.0141025   .0334209    -0.42   0.673    -.0796064    .0514013
     NL - The Netherlands  |   .0067331   .0214892     0.31   0.754     -.035385    .0488511
    DE-W - Germany - West  |   .0579563   .0158543     3.66   0.000     .0268824    .0890302
               IT - Italy  |   .0159836   .0152112     1.05   0.293    -.0138297    .0457969
          LU - Luxembourg  |    .058695    .104204     0.56   0.573    -.1455411     .262931
             DK - Denmark  |   .0197754   .0216985     0.91   0.362    -.0227529    .0623037
             IE - Ireland  |  -.0206658   .0605215    -0.34   0.733    -.1392859    .0979543
   GB-GBN - Great Britain  |  -.0000221   .0155235    -0.00   0.999    -.0304476    .0304034
  GB-NIR Northern Ireland  |  -.0440048   .0704039    -0.63   0.532     -.181994    .0939843
              GR - Greece  |  -.0016757   .0287807    -0.06   0.954    -.0580849    .0547335
                ES -Spain  |  -.0087202   .0169663    -0.51   0.607    -.0419736    .0245331
            PT - Portugal  |   .0194392   .0324141     0.60   0.549    -.0440912    .0829696
        DE-E Germany East  |   .0119367   .0267068     0.45   0.655    -.0404076     .064281
             FI - Finland  |  -.0098256   .0310798    -0.32   0.752     -.070741    .0510897
              SE - Sweden  |   .0389378   .0213551     1.82   0.068    -.0029174     .080793
             AT - Austria  |    .016054   .0479856     0.33   0.738     -.077996     .110104
   CY - Cyprus (Republic)  |  -.0159069   .0934515    -0.17   0.865    -.1990683    .1672546
      CZ - Czech Republic  |   .0316434   .0363471     0.87   0.384    -.0395957    .1028825
             EE - Estonia  |   .0392978   .0881263     0.45   0.656    -.1334266    .2120222
             HU - Hungary  |   .0057022   .0371806     0.15   0.878    -.0671705    .0785749
              LV - Latvia  |   .0900403   .0971972     0.93   0.354    -.1004628    .2805434
           LT - Lithuania  |   .0317358   .0540594     0.59   0.557    -.0742187    .1376903
               MT - Malta  |    .004244   .2430304     0.02   0.986    -.4720868    .4805748
              PL - Poland  |   .0331645   .0234046     1.42   0.156    -.0127076    .0790366
            SK - Slovakia  |   .0281288   .0471431     0.60   0.551    -.0642699    .1205275
            SI - Slovenia  |   .0064679   .0702969     0.09   0.927    -.1313114    .1442472
            BG - Bulgaria  |   .0480046   .0295924     1.62   0.105    -.0099954    .1060046
             RO - Romania  |  -.0073204   .0303944    -0.24   0.810    -.0668924    .0522516
                           |
                       age |   .0006884   .0022231     0.31   0.757    -.0036687    .0050455
                           |
             country#c.age |
             BE - Belgium  |   .0024968   .0057881     0.43   0.666    -.0088477    .0138412
     NL - The Netherlands  |  -.0011416   .0050864    -0.22   0.822    -.0111107    .0088275
    DE-W - Germany - West  |   .0002814     .00337     0.08   0.933    -.0063238    .0068865
               IT - Italy  |  -.0000319   .0033924    -0.01   0.993    -.0066808    .0066171
          LU - Luxembourg  |   .0105007   .0242981     0.43   0.666    -.0371228    .0581241
             DK - Denmark  |  -.0093813   .0078472    -1.20   0.232    -.0247616    .0059989
             IE - Ireland  |  -.0077641   .0107259    -0.72   0.469    -.0287865    .0132583
   GB-GBN - Great Britain  |   .0090908   .0032975     2.76   0.006     .0026277    .0155539
  GB-NIR Northern Ireland  |   .0032862   .0140706     0.23   0.815    -.0242916     .030864
              GR - Greece  |   -.004557   .0065597    -0.69   0.487    -.0174138    .0082998
                ES -Spain  |   .0013258   .0038789     0.34   0.732    -.0062766    .0089283
            PT - Portugal  |   .0055248   .0086389     0.64   0.522    -.0114073    .0224568
        DE-E Germany East  |   .0011114   .0050747     0.22   0.827    -.0088347    .0110576
             FI - Finland  |   .0226943   .0096458     2.35   0.019     .0037889    .0415998
              SE - Sweden  |   .0018449   .0068507     0.27   0.788    -.0115822     .015272
             AT - Austria  |  -.0076583   .0079669    -0.96   0.336    -.0232732    .0079565
   CY - Cyprus (Republic)  |   .0025867   .0220785     0.12   0.907    -.0406864    .0458598
      CZ - Czech Republic  |   .0038531   .0056362     0.68   0.494    -.0071936    .0148998
             EE - Estonia  |   .0084502   .0164546     0.51   0.608    -.0238002    .0407007
             HU - Hungary  |  -.0034309   .0059728    -0.57   0.566    -.0151375    .0082757
              LV - Latvia  |   .0260558   .0167625     1.55   0.120     -.006798    .0589096
           LT - Lithuania  |   .0051201   .0116237     0.44   0.660     -.017662    .0279021
               MT - Malta  |  -.0018727   .0348705    -0.05   0.957    -.0702176    .0664722
              PL - Poland  |   .0077211   .0040682     1.90   0.058    -.0002524    .0156946
            SK - Slovakia  |   .0020543    .007593     0.27   0.787    -.0128277    .0169362
            SI - Slovenia  |   .0031936   .0135113     0.24   0.813    -.0232879    .0296752
            BG - Bulgaria  |  -.0062233   .0069417    -0.90   0.370    -.0198288    .0073823
             RO - Romania  |   .0055637   .0061197     0.91   0.363    -.0064307    .0175581
                           |
                     ethno |  -.1125761   .0155218    -7.25   0.000    -.1429983   -.0821539
                           |
           country#c.ethno |
             BE - Belgium  |  -.0959228   .0418449    -2.29   0.022    -.1779372   -.0139084
     NL - The Netherlands  |  -.0513504     .03774    -1.36   0.174    -.1253195    .0226187
    DE-W - Germany - West  |  -.1619372   .0251396    -6.44   0.000    -.2112099   -.1126645
               IT - Italy  |   -.080803   .0242981    -3.33   0.001    -.1284263   -.0331796
          LU - Luxembourg  |   .0509671   .1898017     0.27   0.788    -.3210374    .4229715
             DK - Denmark  |  -.0600502   .0523867    -1.15   0.252    -.1627262    .0426258
             IE - Ireland  |   .0474967   .0741956     0.64   0.522     -.097924    .1929173
   GB-GBN - Great Britain  |  -.0285941   .0244014    -1.17   0.241    -.0764199    .0192318
  GB-NIR Northern Ireland  |   .1442152   .1228886     1.17   0.241    -.0966421    .3850724
              GR - Greece  |  -.0151796    .042787    -0.35   0.723    -.0990406    .0686815
                ES -Spain  |  -.0477036   .0279607    -1.71   0.088    -.1025055    .0070983
            PT - Portugal  |  -.1569256   .0669061    -2.35   0.019    -.2880591   -.0257921
        DE-E Germany East  |  -.1969603    .040386    -4.88   0.000    -.2761154   -.1178053
             FI - Finland  |  -.0733057   .0850755    -0.86   0.389    -.2400506    .0934393
              SE - Sweden  |   .0896022   .0528107     1.70   0.090    -.0139049    .1931094
             AT - Austria  |   -.187979   .0660935    -2.84   0.004    -.3175198   -.0584382
   CY - Cyprus (Republic)  |  -.1190923   .1283693    -0.93   0.354    -.3706916    .1325069
      CZ - Czech Republic  |   -.104536   .0556879    -1.88   0.060    -.2136822    .0046102
             EE - Estonia  |  -.0495702   .1382561    -0.36   0.720    -.3205471    .2214068
             HU - Hungary  |   -.118491   .0474146    -2.50   0.012     -.211422     -.02556
              LV - Latvia  |  -.0753746   .1348242    -0.56   0.576    -.3396252    .1888761
           LT - Lithuania  |   -.027481    .078211    -0.35   0.725    -.1807717    .1258096
               MT - Malta  |   .0207215   .2234431     0.09   0.926    -.4172188    .4586619
              PL - Poland  |   .0642175   .0317878     2.02   0.043     .0019145    .1265205
            SK - Slovakia  |  -.0171563   .0704281    -0.24   0.808    -.1551927    .1208802
            SI - Slovenia  |  -.1027149   .0835353    -1.23   0.219     -.266441    .0610112
            BG - Bulgaria  |  -.0303181   .0509173    -0.60   0.552    -.1301142    .0694779
             RO - Romania  |   .0480832   .0455752     1.06   0.291    -.0412426     .137409
                           |
                   contact |
                        1  |   .6620093   .1218845     5.43   0.000     .4231201    .9008984
                           |
           contact#country |
           1#BE - Belgium  |  -.0301268    .422353    -0.07   0.943    -.8579235    .7976699
   1#NL - The Netherlands  |  -.1697963   .3512072    -0.48   0.629    -.8581498    .5185572
  1#DE-W - Germany - West  |   -.626131   .2434876    -2.57   0.010    -1.103358   -.1489041
             1#IT - Italy  |   .2137957   .2253258     0.95   0.343    -.2278348    .6554261
        1#LU - Luxembourg  |  -1.072038   1.634301    -0.66   0.512     -4.27521    2.131133
           1#DK - Denmark  |  -.2154093   .6366648    -0.34   0.735    -1.463249    1.032431
           1#IE - Ireland  |  -.0410635   .6370111    -0.06   0.949    -1.289582    1.207455
 1#GB-GBN - Great Britain  |  -.3079408   .1838428    -1.68   0.094    -.6682661    .0523844
1#GB-NIR Northern Ireland  |  -.0034845   .8753943    -0.00   0.997    -1.719226    1.712257
            1#GR - Greece  |   .0997026   .3967766     0.25   0.802    -.6779652    .8773705
              1#ES -Spain  |  -.0926382   .1628251    -0.57   0.569    -.4117696    .2264931
          1#PT - Portugal  |    .119294   .3205801     0.37   0.710    -.5090314    .7476195
      1#DE-E Germany East  |  -16.77193    871.451    -0.02   0.985    -1724.784    1691.241
           1#FI - Finland  |  -.1585763   .4511708    -0.35   0.725    -1.042855    .7257022
            1#SE - Sweden  |  -.0359437   .4241535    -0.08   0.932    -.8672692    .7953818
           1#AT - Austria  |   .1475027   .8710948     0.17   0.866    -1.559812    1.854817
 1#CY - Cyprus (Republic)  |  -.3368209   1.374632    -0.25   0.806     -3.03105    2.357408
    1#CZ - Czech Republic  |   .1960052   .2647131     0.74   0.459    -.3228229    .7148334
           1#EE - Estonia  |  -.1393345     1.0692    -0.13   0.896    -2.234928    1.956259
           1#HU - Hungary  |  -.1949232   .2309673    -0.84   0.399    -.6476108    .2577643
            1#LV - Latvia  |   .2885378   .7180808     0.40   0.688    -1.118875     1.69595
         1#LT - Lithuania  |  -.4448862   .5938684    -0.75   0.454    -1.608847    .7190744
             1#MT - Malta  |   14.05203   4723.048     0.00   0.998    -9242.952    9271.057
            1#PL - Poland  |  -.7555978    .284772    -2.65   0.008    -1.313741    -.197455
          1#SK - Slovakia  |  -.2100082   .2736916    -0.77   0.443    -.7464339    .3264175
          1#SI - Slovenia  |  -.2579321   .7069045    -0.36   0.715     -1.64344    1.127575
          1#BG - Bulgaria  |   .1456791   .2680563     0.54   0.587    -.3797015    .6710597
           1#RO - Romania  |  -.0334163   .2335912    -0.14   0.886    -.4912467    .4244141
                           |
                    gender |
                        1  |  -.2678917   .0803424    -3.33   0.001    -.4253598   -.1104235
                           |
            gender#country |
           1#BE - Belgium  |   .1851189   .1982376     0.93   0.350    -.2034197    .5736574
   1#NL - The Netherlands  |   .0181082   .1807081     0.10   0.920    -.3360733    .3722896
  1#DE-W - Germany - West  |   .0207922   .1226989     0.17   0.865    -.2196932    .2612777
             1#IT - Italy  |   .3493894   .1116669     3.13   0.002     .1305262    .5682526
        1#LU - Luxembourg  |   .0782169   .9086952     0.09   0.931    -1.702793    1.859227
           1#DK - Denmark  |   .2014052   .2732474     0.74   0.461    -.3341499    .7369602
           1#IE - Ireland  |   .4496376   .3376067     1.33   0.183    -.2120594    1.111335
 1#GB-GBN - Great Britain  |   .0991501   .1235613     0.80   0.422    -.1430256    .3413258
1#GB-NIR Northern Ireland  |    .344928   .5307428     0.65   0.516    -.6953087    1.385165
            1#GR - Greece  |  -.0179232   .2177452    -0.08   0.934     -.444696    .4088496
              1#ES -Spain  |   .4498689   .1317216     3.42   0.001     .1916993    .7080384
          1#PT - Portugal  |   .1934233   .2593326     0.75   0.456    -.3148592    .7017059
      1#DE-E Germany East  |  -.0482508   .1808916    -0.27   0.790    -.4027919    .3062902
           1#FI - Finland  |    .111043   .3450262     0.32   0.748    -.5651959     .787282
            1#SE - Sweden  |   .0732104   .2527168     0.29   0.772    -.4221055    .5685263
           1#AT - Austria  |    .027083   .2679949     0.10   0.920    -.4981774    .5523435
 1#CY - Cyprus (Republic)  |  -.0737404   .6839847    -0.11   0.914    -1.414326    1.266845
    1#CZ - Czech Republic  |   .0197301   .1953193     0.10   0.920    -.3630886    .4025489
           1#EE - Estonia  |  -.1105477   .6195474    -0.18   0.858    -1.324838    1.103743
           1#HU - Hungary  |   .0152695   .2078413     0.07   0.941    -.3920919     .422631
            1#LV - Latvia  |    .582163   .5702493     1.02   0.307    -.5355051    1.699831
         1#LT - Lithuania  |   .0022959   .4147106     0.01   0.996    -.8105219    .8151137
             1#MT - Malta  |     .03713    1.17892     0.03   0.975     -2.27351     2.34777
            1#PL - Poland  |   .2819868   .1467394     1.92   0.055    -.0056171    .5695906
          1#SK - Slovakia  |   .3295676   .2568624     1.28   0.199    -.1738735    .8330086
          1#SI - Slovenia  |   .0532767   .4694547     0.11   0.910    -.8668376     .973391
          1#BG - Bulgaria  |   .1100837   .2482199     0.44   0.657    -.3764184    .5965857
           1#RO - Romania  |   .3020175   .2048935     1.47   0.140    -.0995662    .7036013
                           |
                     _cons |   1.545742   .2790108     5.54   0.000     .9988908    2.092593
---------------------------+----------------------------------------------------------------
4                          |
                      educ |  -.0460034   .0103019    -4.47   0.000    -.0661947    -.025812
                           |
                   country |
             BE - Belgium  |    .749708   .7986847     0.94   0.348    -.8156852    2.315101
     NL - The Netherlands  |  -.1851601   .5146461    -0.36   0.719    -1.193848    .8235277
    DE-W - Germany - West  |  -.3135543   .3671226    -0.85   0.393    -1.033101    .4059927
               IT - Italy  |  -.2592186   .3854575    -0.67   0.501    -1.014701    .4962642
          LU - Luxembourg  |  -1.137835   2.523532    -0.45   0.652    -6.083867    3.808197
             DK - Denmark  |  -.1570608   .6327159    -0.25   0.804    -1.397161     1.08304
             IE - Ireland  |  -.2816682   1.239882    -0.23   0.820    -2.711792    2.148455
   GB-GBN - Great Britain  |   .4212607   .3556889     1.18   0.236    -.2758767    1.118398
  GB-NIR Northern Ireland  |   1.198676   1.561855     0.77   0.443    -1.862503    4.259855
              GR - Greece  |   .4604761    .699394     0.66   0.510     -.910311    1.831263
                ES -Spain  |   .0710843   .3994363     0.18   0.859    -.7117965     .853965
            PT - Portugal  |  -.0081429   .7548069    -0.01   0.991    -1.487537    1.471251
        DE-E Germany East  |   1.216445   .6379106     1.91   0.057    -.0338371    2.466727
             FI - Finland  |  -.4488776   .7764438    -0.58   0.563    -1.970679    1.072924
              SE - Sweden  |  -.7445661   .5355859    -1.39   0.164    -1.794295     .305163
             AT - Austria  |   .5454698   .9165725     0.60   0.552    -1.250979    2.341919
   CY - Cyprus (Republic)  |   .3968554   2.393468     0.17   0.868    -4.294255    5.087966
      CZ - Czech Republic  |  -.1611049   .8573212    -0.19   0.851    -1.841424    1.519214
             EE - Estonia  |  -.7507948   1.928602    -0.39   0.697    -4.530784    3.029195
             HU - Hungary  |   .4801903   .8250011     0.58   0.561    -1.136782    2.097163
              LV - Latvia  |  -2.536666   1.912554    -1.33   0.185    -6.285204    1.211872
           LT - Lithuania  |  -.3987565   1.230514    -0.32   0.746     -2.81052    2.013007
               MT - Malta  |  -.2135984   4.741471    -0.05   0.964     -9.50671    9.079513
              PL - Poland  |  -.0036635   .4877543    -0.01   0.994    -.9596445    .9523174
            SK - Slovakia  |  -1.652396   1.031716    -1.60   0.109    -3.674522    .3697292
            SI - Slovenia  |   .3495497   1.567379     0.22   0.824    -2.722457    3.421556
            BG - Bulgaria  |   -.807718    .701127    -1.15   0.249    -2.181902    .5664657
             RO - Romania  |   .2374456   .6087242     0.39   0.696    -.9556319    1.430523
                           |
            country#c.educ |
             BE - Belgium  |   -.012624   .0319331    -0.40   0.693    -.0752118    .0499637
     NL - The Netherlands  |   .0265513   .0191657     1.39   0.166    -.0110128    .0641153
    DE-W - Germany - West  |   .0915487   .0143585     6.38   0.000     .0634066    .1196908
               IT - Italy  |    .032052   .0145984     2.20   0.028     .0034397    .0606643
          LU - Luxembourg  |    .016439   .0982384     0.17   0.867    -.1761048    .2089827
             DK - Denmark  |   .0316079    .020111     1.57   0.116     -.007809    .0710247
             IE - Ireland  |   .0222974   .0533359     0.42   0.676    -.0822391    .1268338
   GB-GBN - Great Britain  |  -.0108484   .0141642    -0.77   0.444    -.0386098    .0169129
  GB-NIR Northern Ireland  |  -.0774903   .0698155    -1.11   0.267    -.2143261    .0593456
              GR - Greece  |   .0211811    .026227     0.81   0.419    -.0302229    .0725852
                ES -Spain  |   .0261915   .0152482     1.72   0.086    -.0036943    .0560774
            PT - Portugal  |   .0396541   .0282989     1.40   0.161    -.0158108    .0951189
        DE-E Germany East  |     .00142   .0248148     0.06   0.954    -.0472161    .0500561
             FI - Finland  |   .0214703   .0256141     0.84   0.402    -.0287324    .0716731
              SE - Sweden  |    .053935   .0180394     2.99   0.003     .0185784    .0892916
             AT - Austria  |   .0438393   .0381462     1.15   0.250    -.0309258    .1186044
   CY - Cyprus (Republic)  |   .0338303   .0864154     0.39   0.695    -.1355408    .2032014
      CZ - Czech Republic  |   .0175417   .0370646     0.47   0.636    -.0551037    .0901871
             EE - Estonia  |   .0555534   .0806312     0.69   0.491    -.1024809    .2135878
             HU - Hungary  |    .030335    .035421     0.86   0.392    -.0390889     .099759
              LV - Latvia  |   .1166494   .0841203     1.39   0.166    -.0482234    .2815221
           LT - Lithuania  |   .0593306   .0508402     1.17   0.243    -.0403143    .1589755
               MT - Malta  |   .0338194   .2305793     0.15   0.883    -.4181078    .4857465
              PL - Poland  |   .0190713    .020157     0.95   0.344    -.0204357    .0585783
            SK - Slovakia  |   .0605761   .0451073     1.34   0.179    -.0278326    .1489848
            SI - Slovenia  |   .0193685   .0640812     0.30   0.762    -.1062284    .1449653
            BG - Bulgaria  |   .0521497   .0262806     1.98   0.047     .0006407    .1036587
             RO - Romania  |  -.0036342   .0243752    -0.15   0.881    -.0514087    .0441403
                           |
                       age |   .0015931   .0021317     0.75   0.455    -.0025849    .0057711
                           |
             country#c.age |
             BE - Belgium  |    .000332   .0055235     0.06   0.952    -.0104939     .011158
     NL - The Netherlands  |  -.0013655   .0045171    -0.30   0.762     -.010219    .0074879
    DE-W - Germany - West  |   -.004223   .0030977    -1.36   0.173    -.0102943    .0018483
               IT - Italy  |  -.0019448   .0032523    -0.60   0.550    -.0083191    .0044295
          LU - Luxembourg  |   .0067843   .0242044     0.28   0.779    -.0406556    .0542241
             DK - Denmark  |  -.0090641   .0072812    -1.24   0.213     -.023335    .0052068
             IE - Ireland  |  -.0079827   .0100063    -0.80   0.425    -.0275948    .0116293
   GB-GBN - Great Britain  |    .008112    .003047     2.66   0.008     .0021399    .0140841
  GB-NIR Northern Ireland  |   .0001199   .0132426     0.01   0.993    -.0258352     .026075
              GR - Greece  |  -.0032729   .0058718    -0.56   0.577    -.0147814    .0082356
                ES -Spain  |   .0008046   .0035995     0.22   0.823    -.0062503    .0078595
            PT - Portugal  |   .0050983   .0074184     0.69   0.492    -.0094415     .019638
        DE-E Germany East  |   .0014759   .0048705     0.30   0.762      -.00807    .0110219
             FI - Finland  |   .0194928   .0080789     2.41   0.016     .0036585    .0353272
              SE - Sweden  |   .0027378   .0059909     0.46   0.648    -.0090041    .0144798
             AT - Austria  |  -.0049807   .0068985    -0.72   0.470    -.0185014    .0085401
   CY - Cyprus (Republic)  |   .0019409     .02178     0.09   0.929     -.040747    .0446288
      CZ - Czech Republic  |   .0031173   .0055499     0.56   0.574    -.0077604    .0139949
             EE - Estonia  |   .0106219    .015531     0.68   0.494    -.0198184    .0410622
             HU - Hungary  |  -.0079861   .0057359    -1.39   0.164    -.0192283    .0032561
              LV - Latvia  |    .029206   .0152982     1.91   0.056    -.0007779    .0591899
           LT - Lithuania  |   .0052703   .0101074     0.52   0.602    -.0145399    .0250805
               MT - Malta  |  -.0055076   .0317317    -0.17   0.862    -.0677006    .0566853
              PL - Poland  |   .0064202   .0037014     1.73   0.083    -.0008343    .0136748
            SK - Slovakia  |   .0025217   .0076685     0.33   0.742    -.0125083    .0175517
            SI - Slovenia  |   .0016493   .0120978     0.14   0.892     -.022062    .0253606
            BG - Bulgaria  |  -.0055565   .0064508    -0.86   0.389    -.0181998    .0070867
             RO - Romania  |   .0115429   .0050396     2.29   0.022     .0016655    .0214202
                           |
                     ethno |  -.1205589   .0153555    -7.85   0.000    -.1506552   -.0904626
                           |
           country#c.ethno |
             BE - Belgium  |  -.0569098   .0404103    -1.41   0.159    -.1361126     .022293
     NL - The Netherlands  |   .0140734   .0348801     0.40   0.687    -.0542904    .0824372
    DE-W - Germany - West  |  -.0891943   .0234772    -3.80   0.000    -.1352088   -.0431798
               IT - Italy  |  -.0891854   .0239618    -3.72   0.000    -.1361497    -.042221
          LU - Luxembourg  |   .0663344   .1854487     0.36   0.721    -.2971384    .4298073
             DK - Denmark  |  -.0081437   .0509384    -0.16   0.873    -.1079811    .0916937
             IE - Ireland  |   .0838822   .0689298     1.22   0.224    -.0512176    .2189821
   GB-GBN - Great Britain  |  -.0073761    .022708    -0.32   0.745     -.051883    .0371308
  GB-NIR Northern Ireland  |   .0632505     .10947     0.58   0.563    -.1513067    .2778077
              GR - Greece  |   .0119038   .0384191     0.31   0.757    -.0633962    .0872038
                ES -Spain  |  -.0512719   .0263056    -1.95   0.051      -.10283    .0002862
            PT - Portugal  |  -.1048672   .0574395    -1.83   0.068    -.2174466    .0077123
        DE-E Germany East  |  -.1711198   .0373656    -4.58   0.000    -.2443551   -.0978845
             FI - Finland  |   .0486055   .0710799     0.68   0.494    -.0907085    .1879195
              SE - Sweden  |   .0715701   .0453594     1.58   0.115    -.0173327    .1604729
             AT - Austria  |  -.0909774    .054912    -1.66   0.098     -.198603    .0166482
   CY - Cyprus (Republic)  |  -.0879941   .1213695    -0.73   0.468     -.325874    .1498858
      CZ - Czech Republic  |  -.0973238   .0538844    -1.81   0.071    -.2029353    .0082877
             EE - Estonia  |  -.0414334   .1307162    -0.32   0.751    -.2976324    .2147656
             HU - Hungary  |  -.1453045   .0466151    -3.12   0.002    -.2366683   -.0539406
              LV - Latvia  |  -.0280222   .1182629    -0.24   0.813    -.2598133    .2037688
           LT - Lithuania  |   .0122347   .0684597     0.18   0.858    -.1219438    .1464132
               MT - Malta  |   .0402977   .2082667     0.19   0.847    -.3678975    .4484929
              PL - Poland  |    .046774   .0283898     1.65   0.099     -.008869    .1024171
            SK - Slovakia  |  -.0476865   .0711689    -0.67   0.503    -.1871749    .0918019
            SI - Slovenia  |   -.057445   .0776309    -0.74   0.459    -.2095988    .0947089
            BG - Bulgaria  |  -.0064722   .0465775    -0.14   0.889    -.0977625     .084818
             RO - Romania  |   .0074669   .0368177     0.20   0.839    -.0646945    .0796284
                           |
                   contact |
                        1  |   .5205687   .1090099     4.78   0.000     .3069133    .7342242
                           |
           contact#country |
           1#BE - Belgium  |   .1773599   .3826679     0.46   0.643    -.5726553    .9273751
   1#NL - The Netherlands  |  -.3167719   .2975659    -1.06   0.287    -.8999904    .2664466
  1#DE-W - Germany - West  |  -.6229119   .2039567    -3.05   0.002     -1.02266   -.2231641
             1#IT - Italy  |   .4852754   .1990345     2.44   0.015      .095175    .8753758
        1#LU - Luxembourg  |  -1.239186   1.744274    -0.71   0.477      -4.6579    2.179527
           1#DK - Denmark  |  -.2794539   .5667341    -0.49   0.622    -1.390232    .8313245
           1#IE - Ireland  |   .0882279   .5445774     0.16   0.871    -.9791241     1.15558
 1#GB-GBN - Great Britain  |  -.0502909   .1636444    -0.31   0.759     -.371028    .2704461
1#GB-NIR Northern Ireland  |  -.0051359   .7511604    -0.01   0.995    -1.477383    1.467111
            1#GR - Greece  |   .2162997   .3413046     0.63   0.526     -.452645    .8852443
              1#ES -Spain  |   .0474566   .1454033     0.33   0.744    -.2375286    .3324419
          1#PT - Portugal  |   .1825229   .2610362     0.70   0.484    -.3290987    .6941445
      1#DE-E Germany East  |   15.87335   1468.202     0.01   0.991    -2861.749    2893.496
           1#FI - Finland  |   -.232204   .3508857    -0.66   0.508    -.9199275    .4555194
            1#SE - Sweden  |   -.456369   .3136097    -1.46   0.146    -1.071033    .1582948
           1#AT - Austria  |   .3815001   .6318389     0.60   0.546    -.8568814    1.619882
 1#CY - Cyprus (Republic)  |  -.1379181   1.304307    -0.11   0.916    -2.694312    2.418476
    1#CZ - Czech Republic  |   .2955552   .2405355     1.23   0.219    -.1758858    .7669961
           1#EE - Estonia  |   .0051462   .9740006     0.01   0.996     -1.90386    1.914152
           1#HU - Hungary  |  -.1244084   .2165794    -0.57   0.566    -.5488962    .3000794
            1#LV - Latvia  |   .2974318   .5849658     0.51   0.611      -.84908    1.443944
         1#LT - Lithuania  |   -.380964   .5145107    -0.74   0.459    -1.389386    .6274585
             1#MT - Malta  |   .2145102   4.624806     0.05   0.963    -8.849944    9.278964
            1#PL - Poland  |  -.1521706   .2555113    -0.60   0.551    -.6529635    .3486223
          1#SK - Slovakia  |  -.0812583   .2715543    -0.30   0.765     -.613495    .4509784
          1#SI - Slovenia  |  -.0977838   .6107837    -0.16   0.873    -1.294898     1.09933
          1#BG - Bulgaria  |   .4944591   .2447675     2.02   0.043     .0147236    .9741947
           1#RO - Romania  |   .2257629   .1897217     1.19   0.234    -.1460848    .5976106
                           |
                    gender |
                        1  |  -.0874821   .0770239    -1.14   0.256    -.2384462    .0634821
                           |
            gender#country |
           1#BE - Belgium  |  -.1118854   .1918525    -0.58   0.560    -.4879095    .2641387
   1#NL - The Netherlands  |   -.118708   .1641984    -0.72   0.470    -.4405309     .203115
  1#DE-W - Germany - West  |  -.1239571   .1123429    -1.10   0.270    -.3441452     .096231
             1#IT - Italy  |   .0788623   .1071347     0.74   0.462    -.1311179    .2888425
        1#LU - Luxembourg  |    .094729   .8667631     0.11   0.913    -1.604095    1.793553
           1#DK - Denmark  |   .0027664   .2581524     0.01   0.991     -.503203    .5087358
           1#IE - Ireland  |   .0859934   .3064886     0.28   0.779    -.5147132    .6867001
 1#GB-GBN - Great Britain  |  -.3097251    .113201    -2.74   0.006     -.531595   -.0878552
1#GB-NIR Northern Ireland  |   .2602105   .4725173     0.55   0.582    -.6659063    1.186327
            1#GR - Greece  |  -.2514374   .1997922    -1.26   0.208     -.643023    .1401482
              1#ES -Spain  |   .1636436   .1216527     1.35   0.179    -.0747913    .4020786
          1#PT - Portugal  |     .02929   .2213399     0.13   0.895    -.4045283    .4631083
      1#DE-E Germany East  |  -.2791386   .1721668    -1.62   0.105    -.6165794    .0583021
           1#FI - Finland  |  -.1108694   .2904703    -0.38   0.703    -.6801808     .458442
            1#SE - Sweden  |  -.1795588   .2175193    -0.83   0.409    -.6058888    .2467713
           1#AT - Austria  |  -.0225359   .2345563    -0.10   0.923    -.4822578     .437186
 1#CY - Cyprus (Republic)  |   .0062161     .66907     0.01   0.993    -1.305137    1.317569
    1#CZ - Czech Republic  |  -.0013504   .1911841    -0.01   0.994    -.3760644    .3733636
           1#EE - Estonia  |   -.114065    .579757    -0.20   0.844    -1.250368    1.022238
           1#HU - Hungary  |  -.1681645   .2005654    -0.84   0.402    -.5612655    .2249365
            1#LV - Latvia  |    .296998   .5035718     0.59   0.555    -.6899845    1.283981
         1#LT - Lithuania  |  -.1078217   .3670092    -0.29   0.769    -.8271466    .6115032
             1#MT - Malta  |  -.1290935   1.104806    -0.12   0.907    -2.294473    2.036286
            1#PL - Poland  |   .0901638   .1319978     0.68   0.495    -.1685471    .3488747
          1#SK - Slovakia  |   .1174343   .2596465     0.45   0.651    -.3914636    .6263321
          1#SI - Slovenia  |  -.2460264   .4283992    -0.57   0.566    -1.085673    .5936206
          1#BG - Bulgaria  |   .1359367   .2299327     0.59   0.554    -.3147231    .5865965
           1#RO - Romania  |   .1568757   .1670027     0.94   0.348    -.1704435    .4841949
                           |
                     _cons |   1.514701   .2619147     5.78   0.000     1.001358    2.028044
---------------------------+----------------------------------------------------------------
5                          |
                      educ |  -.0638712   .0112129    -5.70   0.000    -.0858481   -.0418943
                           |
                   country |
             BE - Belgium  |  -.4224018   .8182887    -0.52   0.606    -2.026218    1.181415
     NL - The Netherlands  |  -1.046592   .5138505    -2.04   0.042    -2.053721   -.0394639
    DE-W - Germany - West  |  -1.316629   .3527629    -3.73   0.000    -2.008031   -.6252262
               IT - Italy  |  -1.017316   .3982263    -2.55   0.011    -1.797826   -.2368071
          LU - Luxembourg  |  -1.924698   2.728689    -0.71   0.481     -7.27283    3.423434
             DK - Denmark  |  -.6192018   .6394505    -0.97   0.333    -1.872502    .6340981
             IE - Ireland  |  -1.211419   1.188506    -1.02   0.308    -3.540848    1.118011
   GB-GBN - Great Britain  |  -.9289995   .3661044    -2.54   0.011    -1.646551   -.2114481
  GB-NIR Northern Ireland  |  -.0143256   1.566947    -0.01   0.993    -3.085486    3.056835
              GR - Greece  |   .3809465   .6656625     0.57   0.567     -.923728    1.685621
                ES -Spain  |  -.3072227   .3768798    -0.82   0.415    -1.045894    .4314482
            PT - Portugal  |   .1930045   .7125687     0.27   0.787    -1.203605    1.589614
        DE-E Germany East  |  -.7557416   .6639884    -1.14   0.255    -2.057135    .5456517
             FI - Finland  |  -1.177138   .6917234    -1.70   0.089    -2.532891    .1786154
              SE - Sweden  |  -1.232731   .5102714    -2.42   0.016    -2.232845   -.2326176
             AT - Austria  |   .4122713   .8797106     0.47   0.639     -1.31193    2.136472
   CY - Cyprus (Republic)  |   .2911834   2.337568     0.12   0.901    -4.290365    4.872732
      CZ - Czech Republic  |  -1.288947   1.124872    -1.15   0.252    -3.493656    .9157629
             EE - Estonia  |  -1.401834   1.801444    -0.78   0.436      -4.9326    2.128932
             HU - Hungary  |  -.6831525   .8519742    -0.80   0.423    -2.352991    .9866862
              LV - Latvia  |   -2.58763   1.666719    -1.55   0.121     -5.85434    .6790804
           LT - Lithuania  |  -1.162858   1.073719    -1.08   0.279    -3.267308    .9415918
               MT - Malta  |   .4038444   4.849346     0.08   0.934    -9.100699    9.908388
              PL - Poland  |  -.6883673   .4538726    -1.52   0.129    -1.577941    .2012067
            SK - Slovakia  |  -1.784692    1.25558    -1.42   0.155    -4.245583    .6761999
            SI - Slovenia  |  -.5957299   1.388842    -0.43   0.668     -3.31781     2.12635
            BG - Bulgaria  |  -1.241491   .6889846    -1.80   0.072    -2.591876    .1088937
             RO - Romania  |  -.3964296   .5536273    -0.72   0.474    -1.481519    .6886599
                           |
            country#c.educ |
             BE - Belgium  |   .0296603    .033017     0.90   0.369    -.0350517    .0943724
     NL - The Netherlands  |   .0699086   .0194986     3.59   0.000     .0316921    .1081251
    DE-W - Germany - West  |   .1109815     .01416     7.84   0.000     .0832285    .1387345
               IT - Italy  |   .0624664    .015493     4.03   0.000     .0321007    .0928321
          LU - Luxembourg  |   .0668588   .1014369     0.66   0.510     -.131954    .2656715
             DK - Denmark  |   .0473668   .0212424     2.23   0.026     .0057325    .0890012
             IE - Ireland  |   .0641112   .0515181     1.24   0.213    -.0368624    .1650849
   GB-GBN - Great Britain  |    .033615   .0150695     2.23   0.026     .0040794    .0631506
  GB-NIR Northern Ireland  |  -.0298139   .0714081    -0.42   0.676    -.1697713    .1101434
              GR - Greece  |   .0290422   .0256616     1.13   0.258    -.0212536     .079338
                ES -Spain  |   .0437403   .0143442     3.05   0.002     .0156261    .0718544
            PT - Portugal  |   .0409275   .0270783     1.51   0.131     -.012145    .0940001
        DE-E Germany East  |   .0410459   .0270171     1.52   0.129    -.0119066    .0939984
             FI - Finland  |     .04768   .0234877     2.03   0.042      .001645     .093715
              SE - Sweden  |    .075136   .0174674     4.30   0.000     .0409005    .1093715
             AT - Austria  |   .0438192   .0361257     1.21   0.225    -.0269859    .1146243
   CY - Cyprus (Republic)  |   .0349596     .08713     0.40   0.688    -.1358121    .2057313
      CZ - Czech Republic  |   .0638454   .0499049     1.28   0.201    -.0339663    .1616571
             EE - Estonia  |   .0735263   .0743306     0.99   0.323     -.072159    .2192115
             HU - Hungary  |   .0614342   .0373778     1.64   0.100     -.011825    .1346934
              LV - Latvia  |    .107485   .0710461     1.51   0.130    -.0317628    .2467327
           LT - Lithuania  |   .0669433   .0447314     1.50   0.135    -.0207286    .1546151
               MT - Malta  |  -.0284294   .2328954    -0.12   0.903    -.4848959    .4280371
              PL - Poland  |   .0484765   .0191193     2.54   0.011     .0110034    .0859496
            SK - Slovakia  |   .0729978   .0547775     1.33   0.183    -.0343643    .1803598
            SI - Slovenia  |    .054117    .056394     0.96   0.337    -.0564132    .1646472
            BG - Bulgaria  |   .0663055   .0259828     2.55   0.011     .0153802    .1172308
             RO - Romania  |   .0471384   .0224595     2.10   0.036     .0031186    .0911581
                           |
                       age |  -.0077681   .0022515    -3.45   0.001    -.0121809   -.0033553
                           |
             country#c.age |
             BE - Belgium  |   .0025032   .0056796     0.44   0.659    -.0086285    .0136349
     NL - The Netherlands  |   .0042873    .004536     0.95   0.345     -.004603    .0131776
    DE-W - Germany - West  |   .0060318   .0030979     1.95   0.052      -.00004    .0121035
               IT - Italy  |   .0110856   .0033906     3.27   0.001     .0044401    .0177312
          LU - Luxembourg  |   .0101203    .026894     0.38   0.707    -.0425909    .0628315
             DK - Denmark  |  -.0033181   .0072526    -0.46   0.647     -.017533    .0108967
             IE - Ireland  |   .0043526    .010123     0.43   0.667    -.0154881    .0241933
   GB-GBN - Great Britain  |   .0197801   .0030607     6.46   0.000     .0137811     .025779
  GB-NIR Northern Ireland  |   .0133055   .0129366     1.03   0.304    -.0120497    .0386608
              GR - Greece  |    .004225   .0057064     0.74   0.459    -.0069594    .0154094
                ES -Spain  |   .0094922   .0034531     2.75   0.006     .0027243    .0162601
            PT - Portugal  |   .0066285   .0067856     0.98   0.329     -.006671     .019928
        DE-E Germany East  |   .0125551    .005361     2.34   0.019     .0020477    .0230625
             FI - Finland  |   .0266261   .0070909     3.75   0.000     .0127281    .0405241
              SE - Sweden  |   .0100715   .0056434     1.78   0.074    -.0009893    .0211323
             AT - Austria  |   .0076215   .0066534     1.15   0.252     -.005419     .020662
   CY - Cyprus (Republic)  |   .0093332   .0221195     0.42   0.673    -.0340201    .0526865
      CZ - Czech Republic  |   .0087086   .0068816     1.27   0.206    -.0047792    .0221964
             EE - Estonia  |   .0210979   .0148245     1.42   0.155    -.0079576    .0501534
             HU - Hungary  |   .0029249   .0061979     0.47   0.637    -.0092228    .0150726
              LV - Latvia  |   .0350596   .0138824     2.53   0.012     .0078507    .0622686
           LT - Lithuania  |   .0188643   .0088402     2.13   0.033     .0015378    .0361907
               MT - Malta  |   .0122093   .0318444     0.38   0.701    -.0502047    .0746232
              PL - Poland  |   .0187756   .0035395     5.30   0.000     .0118384    .0257128
            SK - Slovakia  |   .0140353   .0101237     1.39   0.166    -.0058068    .0338774
            SI - Slovenia  |   .0133745   .0112599     1.19   0.235    -.0086944    .0354435
            BG - Bulgaria  |   .0019395   .0064859     0.30   0.765    -.0107727    .0146518
             RO - Romania  |   .0130995   .0045064     2.91   0.004     .0042672    .0219318
                           |
                     ethno |    -.10676   .0171451    -6.23   0.000    -.1403638   -.0731562
                           |
           country#c.ethno |
             BE - Belgium  |  -.0208815   .0426634    -0.49   0.625    -.1045003    .0627372
     NL - The Netherlands  |  -.0358057   .0365108    -0.98   0.327    -.1073655    .0357541
    DE-W - Germany - West  |  -.0916755   .0241122    -3.80   0.000    -.1389346   -.0444164
               IT - Italy  |  -.1124361   .0259177    -4.34   0.000    -.1632339   -.0616382
          LU - Luxembourg  |   .0245637    .208478     0.12   0.906    -.3840457     .433173
             DK - Denmark  |  -.0129885   .0551627    -0.24   0.814    -.1211053    .0951284
             IE - Ireland  |   .0444896   .0701526     0.63   0.526    -.0930069    .1819861
   GB-GBN - Great Britain  |  -.0430744   .0239304    -1.80   0.072    -.0899771    .0038283
  GB-NIR Northern Ireland  |   .0444323   .1047984     0.42   0.672    -.1609688    .2498335
              GR - Greece  |  -.0246027   .0369871    -0.67   0.506    -.0970962    .0478907
                ES -Spain  |  -.1300271   .0265301    -4.90   0.000    -.1820251   -.0780291
            PT - Portugal  |  -.1647344   .0567001    -2.91   0.004    -.2758645   -.0536043
        DE-E Germany East  |  -.1321473   .0397402    -3.33   0.001    -.2100367    -.054258
             FI - Finland  |   .0488131   .0631677     0.77   0.440    -.0749933    .1726195
              SE - Sweden  |   .0210748   .0437703     0.48   0.630    -.0647134    .1068629
             AT - Austria  |  -.1565804   .0533665    -2.93   0.003    -.2611768   -.0519839
   CY - Cyprus (Republic)  |  -.1444011   .1199563    -1.20   0.229    -.3795111     .090709
      CZ - Czech Republic  |  -.1822311   .0640327    -2.85   0.004    -.3077328   -.0567293
             EE - Estonia  |  -.0491694   .1269226    -0.39   0.698    -.2979332    .1995944
             HU - Hungary  |  -.1577905   .0496517    -3.18   0.001    -.2551061   -.0604749
              LV - Latvia  |   .0122786   .1041323     0.12   0.906    -.1918169    .2163742
           LT - Lithuania  |  -.0392221   .0629508    -0.62   0.533    -.1626035    .0841592
               MT - Malta  |  -.0111378   .2157417    -0.05   0.959    -.4339836    .4117081
              PL - Poland  |  -.0220851   .0271027    -0.81   0.415    -.0752054    .0310352
            SK - Slovakia  |    -.21464   .0924995    -2.32   0.020    -.3959357   -.0333443
            SI - Slovenia  |  -.0873068   .0792237    -1.10   0.270    -.2425824    .0679689
            BG - Bulgaria  |  -.0035572   .0462112    -0.08   0.939    -.0941296    .0870152
             RO - Romania  |  -.0159011   .0334679    -0.48   0.635    -.0814969    .0496947
                           |
                   contact |
                        1  |    .623018   .1053565     5.91   0.000      .416523     .829513
                           |
           contact#country |
           1#BE - Belgium  |   .1062998   .3470068     0.31   0.759    -.5738211    .7864207
   1#NL - The Netherlands  |  -.1071193   .2877649    -0.37   0.710    -.6711282    .4568896
  1#DE-W - Germany - West  |  -.2213476   .1883041    -1.18   0.240    -.5904169    .1477216
             1#IT - Italy  |  -.0133821   .1797119    -0.07   0.941    -.3656109    .3388467
        1#LU - Luxembourg  |  -1.801785   2.415746    -0.75   0.456     -6.53656     2.93299
           1#DK - Denmark  |   .1945552   .5573911     0.35   0.727    -.8979113    1.287022
           1#IE - Ireland  |    .211488   .4985801     0.42   0.671     -.765711    1.188687
 1#GB-GBN - Great Britain  |   .0039853   .1509487     0.03   0.979    -.2918687    .2998392
1#GB-NIR Northern Ireland  |  -.0967006   .6830148    -0.14   0.887    -1.435385    1.241984
            1#GR - Greece  |    .245568   .3077506     0.80   0.425     -.357612    .8487481
              1#ES -Spain  |  -.0406271    .134906    -0.30   0.763    -.3050381    .2237838
          1#PT - Portugal  |   .1208816   .2315247     0.52   0.602    -.3328985    .5746617
      1#DE-E Germany East  |   2.269739   .9528867     2.38   0.017      .402115    4.137362
           1#FI - Finland  |  -.6225616   .3066837    -2.03   0.042    -1.223651   -.0214725
            1#SE - Sweden  |  -.6541724   .2878723    -2.27   0.023    -1.218392   -.0899531
           1#AT - Austria  |    -.24232   .4643783    -0.52   0.602    -1.152485    .6678448
 1#CY - Cyprus (Republic)  |  -.2414843   1.223016    -0.20   0.843    -2.638551    2.155582
    1#CZ - Czech Republic  |   .2441371   .2590709     0.94   0.346    -.2636326    .7519067
           1#EE - Estonia  |  -.5042239   .8778117    -0.57   0.566    -2.224703    1.216255
           1#HU - Hungary  |  -.0648091   .2269439    -0.29   0.775    -.5096109    .3799927
            1#LV - Latvia  |   .2030952   .5111068     0.40   0.691    -.7986557    1.204846
         1#LT - Lithuania  |  -.0694055   .4535482    -0.15   0.878    -.9583436    .8195327
             1#MT - Malta  |   .0081383   4.140179     0.00   0.998    -8.106463    8.122739
            1#PL - Poland  |  -.2535144   .2196706    -1.15   0.248    -.6840609    .1770322
          1#SK - Slovakia  |  -.4954287    .355117    -1.40   0.163    -1.191445    .2005879
          1#SI - Slovenia  |   .0123819   .5529205     0.02   0.982    -1.071322    1.096086
          1#BG - Bulgaria  |   .3359768   .2391121     1.41   0.160    -.1326743    .8046278
           1#RO - Romania  |  -.1457215   .1687386    -0.86   0.388    -.4764431    .1850001
                           |
                    gender |
                        1  |  -.1752613   .0815359    -2.15   0.032    -.3350688   -.0154538
                           |
            gender#country |
           1#BE - Belgium  |   .1264303    .201231     0.63   0.530    -.2679752    .5208358
   1#NL - The Netherlands  |   .2949865   .1659937     1.78   0.076    -.0303552    .6203281
  1#DE-W - Germany - West  |  -.0283153   .1128134    -0.25   0.802    -.2494254    .1927949
             1#IT - Italy  |   .2310007   .1127317     2.05   0.040     .0100507    .4519507
        1#LU - Luxembourg  |   .0180098   .9501112     0.02   0.985    -1.844174    1.880194
           1#DK - Denmark  |   .1777058   .2693367     0.66   0.509    -.3501846    .7055961
           1#IE - Ireland  |  -.0720711   .3044124    -0.24   0.813    -.6687084    .5245662
 1#GB-GBN - Great Britain  |  -.0671057   .1121656    -0.60   0.550    -.2869462    .1527348
1#GB-NIR Northern Ireland  |   .6400519   .4640896     1.38   0.168     -.269547    1.549651
            1#GR - Greece  |  -.1611192   .1943547    -0.83   0.407    -.5420474     .219809
              1#ES -Spain  |   .1636776   .1168442     1.40   0.161    -.0653328    .3926879
          1#PT - Portugal  |  -.0875131   .2074402    -0.42   0.673    -.4940885    .3190622
      1#DE-E Germany East  |   .0262687    .190926     0.14   0.891    -.3479394    .4004768
           1#FI - Finland  |  -.0111231   .2603166    -0.04   0.966    -.5213342     .499088
            1#SE - Sweden  |    .010729   .2053766     0.05   0.958    -.3918017    .4132597
           1#AT - Austria  |   .1449631   .2255331     0.64   0.520    -.2970737    .5869998
 1#CY - Cyprus (Republic)  |   .4736104   .6915276     0.68   0.493    -.8817589     1.82898
    1#CZ - Czech Republic  |   .1596458   .2330198     0.69   0.493    -.2970646    .6163561
           1#EE - Estonia  |   .0259662   .5604315     0.05   0.963    -1.072459    1.124392
           1#HU - Hungary  |   .0940088   .2142922     0.44   0.661    -.3259962    .5140137
            1#LV - Latvia  |   .1542892   .4593496     0.34   0.737    -.7460193    1.054598
         1#LT - Lithuania  |   .0988876    .328936     0.30   0.764    -.5458152    .7435903
             1#MT - Malta  |   .0011179   1.100163     0.00   0.999    -2.155162    2.157398
            1#PL - Poland  |    .064197   .1251848     0.51   0.608    -.1811607    .3095548
          1#SK - Slovakia  |   .0726356    .351823     0.21   0.836    -.6169248     .762196
          1#SI - Slovenia  |    -.17538   .4084403    -0.43   0.668    -.9759083    .6251482
          1#BG - Bulgaria  |   .1611318    .227827     0.71   0.479     -.285401    .6076645
           1#RO - Romania  |   .2294958   .1528777     1.50   0.133    -.0701389    .5291304
                           |
                     _cons |   1.272786   .2751766     4.63   0.000     .7334503    1.812123
---------------------------+----------------------------------------------------------------
6                          |
                      educ |  -.0467559   .0120161    -3.89   0.000    -.0703071   -.0232047
                           |
                   country |
             BE - Belgium  |   .3566081   .8787868     0.41   0.685    -1.365782    2.078999
     NL - The Netherlands  |  -1.006792   .5438981    -1.85   0.064    -2.072813    .0592286
    DE-W - Germany - West  |  -.9738849    .366093    -2.66   0.008    -1.691414   -.2563559
               IT - Italy  |  -1.287222   .4423343    -2.91   0.004    -2.154182   -.4202631
          LU - Luxembourg  |  -1.815923   2.846761    -0.64   0.524    -7.395473    3.763627
             DK - Denmark  |  -.7894997   .6832314    -1.16   0.248    -2.128609    .5496091
             IE - Ireland  |  -.5401347   1.237108    -0.44   0.662    -2.964821    1.884552
   GB-GBN - Great Britain  |  -.2618736   .3965871    -0.66   0.509     -1.03917    .5154228
  GB-NIR Northern Ireland  |   .7111807   1.623165     0.44   0.661    -2.470165    3.892527
              GR - Greece  |   .7840002   .6828325     1.15   0.251     -.554327    2.122327
                ES -Spain  |   .6019539   .3920002     1.54   0.125    -.1663523     1.37026
            PT - Portugal  |   .6227035   .7518658     0.83   0.408    -.8509263    2.096333
        DE-E Germany East  |   .6451323   .7239262     0.89   0.373     -.773737    2.064002
             FI - Finland  |  -.7978582   .6976411    -1.14   0.253     -2.16521    .5694931
              SE - Sweden  |  -.4705924   .5253067    -0.90   0.370    -1.500175    .5589899
             AT - Austria  |   .1183592   .9478335     0.12   0.901     -1.73936    1.976079
   CY - Cyprus (Republic)  |    .612351   2.381574     0.26   0.797    -4.055449    5.280151
      CZ - Czech Republic  |  -.3706223   1.440822    -0.26   0.797    -3.194582    2.453337
             EE - Estonia  |  -.5628456   1.844679    -0.31   0.760    -4.178351    3.052659
             HU - Hungary  |  -.8767611   .9289501    -0.94   0.345     -2.69747    .9439476
              LV - Latvia  |  -2.022208   1.647612    -1.23   0.220    -5.251469    1.207053
           LT - Lithuania  |  -.3150291   1.056556    -0.30   0.766    -2.385841    1.755783
               MT - Malta  |  -2.403442    5.20616    -0.46   0.644    -12.60733    7.800444
              PL - Poland  |   .3027612   .4645643     0.65   0.515    -.6077681    1.213291
            SK - Slovakia  |  -1.863253   1.708267    -1.09   0.275    -5.211394    1.484889
            SI - Slovenia  |  -.0359134   1.379194    -0.03   0.979    -2.739084    2.667258
            BG - Bulgaria  |   -1.29201   .7205877    -1.79   0.073    -2.704336    .1203161
             RO - Romania  |   .1417251    .550914     0.26   0.797    -.9380464    1.221497
                           |
            country#c.educ |
             BE - Belgium  |  -.0023008    .035461    -0.06   0.948    -.0718031    .0672015
     NL - The Netherlands  |   .0653695   .0207432     3.15   0.002     .0247136    .1060253
    DE-W - Germany - West  |   .0928747   .0147713     6.29   0.000     .0639234    .1218259
               IT - Italy  |   .0517801   .0172857     3.00   0.003     .0179007    .0856595
          LU - Luxembourg  |   .0610079   .1037463     0.59   0.556    -.1423311    .2643469
             DK - Denmark  |   .0376951   .0226745     1.66   0.096    -.0067461    .0821364
             IE - Ireland  |   .0392471    .054137     0.72   0.468    -.0668596    .1453537
   GB-GBN - Great Britain  |    .007772   .0166247     0.47   0.640    -.0248117    .0403558
  GB-NIR Northern Ireland  |  -.0501701   .0740269    -0.68   0.498    -.1952602      .09492
              GR - Greece  |   .0202325   .0265923     0.76   0.447    -.0318875    .0723525
                ES -Spain  |   .0031714   .0149283     0.21   0.832    -.0260875    .0324302
            PT - Portugal  |   .0201111   .0284229     0.71   0.479    -.0355967    .0758189
        DE-E Germany East  |  -.0126237   .0306566    -0.41   0.681    -.0727094    .0474621
             FI - Finland  |   .0281253   .0238587     1.18   0.238     -.018637    .0748875
              SE - Sweden  |   .0540218   .0181162     2.98   0.003     .0185147    .0895288
             AT - Austria  |   .0498063   .0383266     1.30   0.194    -.0253125     .124925
   CY - Cyprus (Republic)  |   .0308133   .0917657     0.34   0.737    -.1490441    .2106707
      CZ - Czech Republic  |   .0170942    .064918     0.26   0.792    -.1101427    .1443311
             EE - Estonia  |   .0429625   .0758781     0.57   0.571    -.1057559     .191681
             HU - Hungary  |   .0422095   .0405642     1.04   0.298    -.0372949    .1217138
              LV - Latvia  |   .0882984   .0700259     1.26   0.207    -.0489499    .2255468
           LT - Lithuania  |   .0333236   .0434661     0.77   0.443    -.0518684    .1185156
               MT - Malta  |    .147534   .2528184     0.58   0.560     -.347981     .643049
              PL - Poland  |   .0102934   .0196549     0.52   0.600    -.0282296    .0488164
            SK - Slovakia  |   .0816524   .0717775     1.14   0.255    -.0590289    .2223337
            SI - Slovenia  |   .0226471   .0559925     0.40   0.686    -.0870961    .1323903
            BG - Bulgaria  |   .0627589    .027091     2.32   0.021     .0096614    .1158563
             RO - Romania  |   .0318955   .0225436     1.41   0.157    -.0122892    .0760801
                           |
                       age |  -.0055883   .0023992    -2.33   0.020    -.0102906    -.000886
                           |
             country#c.age |
             BE - Belgium  |   .0031296   .0061053     0.51   0.608    -.0088365    .0150956
     NL - The Netherlands  |   .0011045   .0049242     0.22   0.823    -.0085467    .0107557
    DE-W - Germany - West  |   .0039114   .0032704     1.20   0.232    -.0024986    .0103213
               IT - Italy  |   .0136988    .003793     3.61   0.000     .0062647    .0211329
          LU - Luxembourg  |   .0143638   .0288503     0.50   0.619    -.0421818    .0709094
             DK - Denmark  |   .0000178   .0074899     0.00   0.998    -.0146621    .0146978
             IE - Ireland  |  -.0028667   .0111595    -0.26   0.797    -.0247388    .0190055
   GB-GBN - Great Britain  |   .0166178   .0032249     5.15   0.000     .0102971    .0229385
  GB-NIR Northern Ireland  |   .0122511   .0130907     0.94   0.349    -.0134062    .0379085
              GR - Greece  |  -.0012679   .0059478    -0.21   0.831    -.0129254    .0103897
                ES -Spain  |     .00403   .0035966     1.12   0.262    -.0030191    .0110792
            PT - Portugal  |   .0027809   .0070787     0.39   0.694     -.011093    .0166548
        DE-E Germany East  |   .0063433     .00601     1.06   0.291    -.0054361    .0181228
             FI - Finland  |   .0230886   .0071376     3.23   0.001     .0090992     .037078
              SE - Sweden  |   .0053826   .0057705     0.93   0.351    -.0059273    .0166926
             AT - Austria  |   .0112025   .0070953     1.58   0.114    -.0027041     .025109
   CY - Cyprus (Republic)  |   .0074063   .0227202     0.33   0.744    -.0371246    .0519371
      CZ - Czech Republic  |   .0044001    .008504     0.52   0.605    -.0122675    .0210677
             EE - Estonia  |   .0197897   .0151489     1.31   0.191    -.0099016    .0494809
             HU - Hungary  |   .0032217   .0068595     0.47   0.639    -.0102228    .0166661
              LV - Latvia  |    .034082   .0137963     2.47   0.013     .0070417    .0611223
           LT - Lithuania  |   .0167629   .0088942     1.88   0.059    -.0006695    .0341953
               MT - Malta  |   .0059869   .0334201     0.18   0.858    -.0595154    .0714891
              PL - Poland  |   .0163786   .0036329     4.51   0.000     .0092582     .023499
            SK - Slovakia  |   .0112243   .0128777     0.87   0.383    -.0140154    .0364641
            SI - Slovenia  |   .0113443   .0114061     0.99   0.320    -.0110113    .0336999
            BG - Bulgaria  |   .0055451   .0069938     0.79   0.428    -.0081624    .0192526
             RO - Romania  |   .0056347   .0044593     1.26   0.206    -.0031053    .0143748
                           |
                     ethno |  -.0880202   .0189564    -4.64   0.000    -.1251741   -.0508663
                           |
           country#c.ethno |
             BE - Belgium  |  -.0889113   .0471014    -1.89   0.059    -.1812284    .0034059
     NL - The Netherlands  |  -.0627419   .0407722    -1.54   0.124    -.1426539      .01717
    DE-W - Germany - West  |  -.1070126   .0259109    -4.13   0.000     -.157797   -.0562281
               IT - Italy  |  -.1566619   .0298049    -5.26   0.000    -.2150784   -.0982453
          LU - Luxembourg  |  -.0133129   .2451986    -0.05   0.957    -.4938934    .4672676
             DK - Denmark  |  -.0105758   .0602506    -0.18   0.861    -.1286648    .1075133
             IE - Ireland  |   -.023299   .0793204    -0.29   0.769    -.1787641    .1321661
   GB-GBN - Great Britain  |  -.0795825    .026209    -3.04   0.002    -.1309512   -.0282137
  GB-NIR Northern Ireland  |  -.0245433   .1081816    -0.23   0.821    -.2365753    .1874886
              GR - Greece  |  -.0535633   .0382427    -1.40   0.161    -.1285176     .021391
                ES -Spain  |  -.2078585   .0287569    -7.23   0.000     -.264221   -.1514961
            PT - Portugal  |  -.2142812   .0628402    -3.41   0.001    -.3374458   -.0911166
        DE-E Germany East  |  -.1931876   .0453254    -4.26   0.000    -.2820237   -.1043515
             FI - Finland  |   .0406773   .0618825     0.66   0.511    -.0806102    .1619648
              SE - Sweden  |  -.0013727   .0462169    -0.03   0.976    -.0919563    .0892108
             AT - Austria  |  -.2097128   .0572028    -3.67   0.000    -.3218283   -.0975974
   CY - Cyprus (Republic)  |  -.1737028    .122538    -1.42   0.156    -.4138728    .0664672
      CZ - Czech Republic  |  -.2603314   .0774564    -3.36   0.001     -.412143   -.1085197
             EE - Estonia  |  -.1070496    .131585    -0.81   0.416    -.3649514    .1508523
             HU - Hungary  |  -.1079946   .0531707    -2.03   0.042    -.2122073   -.0037819
              LV - Latvia  |  -.0141758   .1017992    -0.14   0.889    -.2136985     .185347
           LT - Lithuania  |  -.0624488    .064901    -0.96   0.336    -.1896525    .0647549
               MT - Malta  |   .0095635   .2345218     0.04   0.967    -.4500908    .4692179
              PL - Poland  |  -.0803949   .0283376    -2.84   0.005    -.1359356   -.0248542
            SK - Slovakia  |  -.2610537   .1184057    -2.20   0.027    -.4931247   -.0289828
            SI - Slovenia  |  -.0707225   .0834389    -0.85   0.397    -.2342597    .0928147
            BG - Bulgaria  |  -.0623438   .0495247    -1.26   0.208    -.1594104    .0347227
             RO - Romania  |  -.0252719   .0336698    -0.75   0.453    -.0912634    .0407197
                           |
                   contact |
                        1  |   .7224682   .1080403     6.69   0.000      .510713    .9342234
                           |
           contact#country |
           1#BE - Belgium  |   -.087362   .3549002    -0.25   0.806    -.7829536    .6082297
   1#NL - The Netherlands  |   .2848906   .2918829     0.98   0.329    -.2871894    .8569705
  1#DE-W - Germany - West  |  -.0899482   .1873707    -0.48   0.631    -.4571881    .2772916
             1#IT - Italy  |  -.1120589   .1893939    -0.59   0.554    -.4832641    .2591462
        1#LU - Luxembourg  |  -3.194218   4.905774    -0.65   0.515    -12.80936    6.420922
           1#DK - Denmark  |  -.0239827   .5630833    -0.04   0.966    -1.127606     1.07964
           1#IE - Ireland  |   .3766522   .4974599     0.76   0.449    -.5983513    1.351656
 1#GB-GBN - Great Britain  |  -.0221908   .1526804    -0.15   0.884    -.3214389    .2770574
1#GB-NIR Northern Ireland  |  -.2753195   .6720748    -0.41   0.682    -1.592562    1.041923
            1#GR - Greece  |   .2038455   .3008687     0.68   0.498    -.3858463    .7935373
              1#ES -Spain  |   -.005292   .1378075    -0.04   0.969    -.2753897    .2648058
          1#PT - Portugal  |  -.1029827   .2357928    -0.44   0.662    -.5651281    .3591628
      1#DE-E Germany East  |   .6655951   .5544304     1.20   0.230    -.4210685    1.752259
           1#FI - Finland  |  -.7600385   .3080314    -2.47   0.014    -1.363769   -.1563081
            1#SE - Sweden  |  -.7299884   .2920775    -2.50   0.012     -1.30245   -.1575271
           1#AT - Austria  |  -.1669155   .4517544    -0.37   0.712    -1.052338    .7185068
 1#CY - Cyprus (Republic)  |  -.3625497   1.223456    -0.30   0.767    -2.760479     2.03538
    1#CZ - Czech Republic  |   .4606186   .2995826     1.54   0.124    -.1265524     1.04779
           1#EE - Estonia  |  -.4275999   .8906312    -0.48   0.631    -2.173205    1.318005
           1#HU - Hungary  |    .078263   .2498449     0.31   0.754     -.411424    .5679499
            1#LV - Latvia  |   .1405506   .4979324     0.28   0.778    -.8353791     1.11648
         1#LT - Lithuania  |  -.1869227   .4465446    -0.42   0.676    -1.062134    .6882887
             1#MT - Malta  |    .445848   3.891513     0.11   0.909    -7.181378    8.073074
            1#PL - Poland  |  -.0848765   .2164052    -0.39   0.695    -.5090229    .3392698
          1#SK - Slovakia  |  -.4781398   .4300347    -1.11   0.266    -1.320992    .3647127
          1#SI - Slovenia  |   .0433314   .5445685     0.08   0.937    -1.024003    1.110666
          1#BG - Bulgaria  |   .2750142   .2555558     1.08   0.282    -.2258659    .7758944
           1#RO - Romania  |  -.4512512   .1671189    -2.70   0.007    -.7787983   -.1237042
                           |
                    gender |
                        1  |  -.2501044   .0868448    -2.88   0.004     -.420317   -.0798918
                           |
            gender#country |
           1#BE - Belgium  |   .1890488   .2178314     0.87   0.385    -.2378928    .6159904
   1#NL - The Netherlands  |   .1089774   .1834735     0.59   0.553    -.2506241    .4685789
  1#DE-W - Germany - West  |   .0764927   .1195023     0.64   0.522    -.1577275    .3107128
             1#IT - Italy  |   .3511794    .127246     2.76   0.006     .1017817     .600577
        1#LU - Luxembourg  |  -.0611859   1.026343    -0.06   0.952    -2.072782     1.95041
           1#DK - Denmark  |   .4303199     .28786     1.49   0.135    -.1338754    .9945152
           1#IE - Ireland  |  -.0119943    .331887    -0.04   0.971    -.6624809    .6384923
 1#GB-GBN - Great Britain  |   .0090226   .1179032     0.08   0.939    -.2220634    .2401086
1#GB-NIR Northern Ireland  |   .6049333   .4740234     1.28   0.202    -.3241356    1.534002
            1#GR - Greece  |  -.0396199   .2010876    -0.20   0.844    -.4337444    .3545046
              1#ES -Spain  |   .4581746   .1213989     3.77   0.000     .2202372     .696112
          1#PT - Portugal  |   -.009738   .2191021    -0.04   0.965    -.4391702    .4196942
      1#DE-E Germany East  |   .3116755    .207919     1.50   0.134    -.0958382    .7191893
           1#FI - Finland  |   .1523641   .2616408     0.58   0.560    -.3604426    .6651707
            1#SE - Sweden  |  -.1470394   .2122472    -0.69   0.488    -.5630363    .2689575
           1#AT - Austria  |   .1363218   .2383282     0.57   0.567    -.3307928    .6034365
 1#CY - Cyprus (Republic)  |   .6263834   .7170388     0.87   0.382    -.7789869    2.031754
    1#CZ - Czech Republic  |   .2856743   .2827583     1.01   0.312    -.2685218    .8398705
           1#EE - Estonia  |   .2079862    .579494     0.36   0.720    -.9278013    1.343774
           1#HU - Hungary  |    .165643   .2336089     0.71   0.478     -.292222    .6235081
            1#LV - Latvia  |   .2187924    .455841     0.48   0.631    -.6746395    1.112224
         1#LT - Lithuania  |   .0876425   .3336918     0.26   0.793    -.5663815    .7416665
             1#MT - Malta  |   .0198559   1.160303     0.02   0.986    -2.254297    2.294009
            1#PL - Poland  |   .3234607   .1283298     2.52   0.012     .0719388    .5749825
          1#SK - Slovakia  |   -.084136   .4395886    -0.19   0.848    -.9457138    .7774418
          1#SI - Slovenia  |  -.1940244   .4201742    -0.46   0.644    -1.017551    .6295019
          1#BG - Bulgaria  |   .1851153   .2404633     0.77   0.441     -.286184    .6564146
           1#RO - Romania  |   .3120546   .1530007     2.04   0.041     .0121787    .6119304
                           |
                     _cons |   .4759471   .2925688     1.63   0.104    -.0974772    1.049371
---------------------------+----------------------------------------------------------------
7                          |
                      educ |  -.0408205    .013249    -3.08   0.002     -.066788    -.014853
                           |
                   country |
             BE - Belgium  |    .410449   1.116932     0.37   0.713    -1.778697    2.599595
     NL - The Netherlands  |  -.9338457   .6136714    -1.52   0.128     -2.13662    .2689281
    DE-W - Germany - West  |   .0989781   .3890714     0.25   0.799    -.6635878    .8615441
               IT - Italy  |  -1.513589   .5300029    -2.86   0.004    -2.552376   -.4748023
          LU - Luxembourg  |  -.4276834   3.083966    -0.14   0.890    -6.472146    5.616779
             DK - Denmark  |  -.3546516   .8022101    -0.44   0.658    -1.926955    1.217651
             IE - Ireland  |   .1034685    1.29759     0.08   0.936    -2.439762    2.646699
   GB-GBN - Great Britain  |   .9020988    .431755     2.09   0.037     .0558746    1.748323
  GB-NIR Northern Ireland  |   .7581371   1.816584     0.42   0.676    -2.802302    4.318576
              GR - Greece  |   1.418603   .7504445     1.89   0.059    -.0522417    2.889447
                ES -Spain  |   1.446762   .4173359     3.47   0.001     .6287986    2.264725
            PT - Portugal  |   1.398444   .8627382     1.62   0.105    -.2924917     3.08938
        DE-E Germany East  |  -.4194277   .8173508    -0.51   0.608    -2.021406     1.18255
             FI - Finland  |  -.3967031   .7409573    -0.54   0.592    -1.848953    1.055547
              SE - Sweden  |  -.0544062   .5567798    -0.10   0.922    -1.145675    1.036862
             AT - Austria  |   .1803109   1.074613     0.17   0.867    -1.925891    2.286513
   CY - Cyprus (Republic)  |   1.297373   2.741488     0.47   0.636    -4.075845    6.670591
      CZ - Czech Republic  |  -.0702059   2.523646    -0.03   0.978     -5.01646    4.876049
             EE - Estonia  |   -.093536   1.912166    -0.05   0.961    -3.841312     3.65424
             HU - Hungary  |  -.8687078   1.055082    -0.82   0.410     -2.93663    1.199215
              LV - Latvia  |  -1.070555   1.642048    -0.65   0.514    -4.288909      2.1478
           LT - Lithuania  |  -.8799804   1.082767    -0.81   0.416    -3.002165    1.242204
               MT - Malta  |  -2.608392   5.416218    -0.48   0.630    -13.22398      8.0072
              PL - Poland  |    1.03414   .4888397     2.12   0.034     .0760319    1.992248
            SK - Slovakia  |  -2.473934   2.127324    -1.16   0.245    -6.643412    1.695544
            SI - Slovenia  |  -.1681198   1.460261    -0.12   0.908    -3.030178    2.693939
            BG - Bulgaria  |  -1.696184   .8141119    -2.08   0.037    -3.291814   -.1005541
             RO - Romania  |   .4558362   .5818499     0.78   0.433    -.6845687    1.596241
                           |
            country#c.educ |
             BE - Belgium  |  -.0142411   .0455684    -0.31   0.755    -.1035536    .0750713
     NL - The Netherlands  |   .0506513   .0234203     2.16   0.031     .0047485    .0965542
    DE-W - Germany - West  |   .0604533   .0157875     3.83   0.000     .0295104    .0913963
               IT - Italy  |   .0740673   .0203609     3.64   0.000     .0341607     .113974
          LU - Luxembourg  |   .0207698   .1135005     0.18   0.855    -.2016871    .2432267
             DK - Denmark  |   .0260444   .0263319     0.99   0.323    -.0255653     .077654
             IE - Ireland  |   .0124506   .0556587     0.22   0.823    -.0966384    .1215396
   GB-GBN - Great Britain  |  -.0204178   .0186783    -1.09   0.274    -.0570266    .0161909
  GB-NIR Northern Ireland  |  -.0293892   .0806771    -0.36   0.716    -.1875133     .128735
              GR - Greece  |     .00916   .0293701     0.31   0.755    -.0484043    .0667243
                ES -Spain  |  -.0008849   .0161107    -0.05   0.956    -.0324614    .0306915
            PT - Portugal  |   .0063158   .0323225     0.20   0.845    -.0570351    .0696668
        DE-E Germany East  |   .0203105    .033148     0.61   0.540    -.0446584    .0852793
             FI - Finland  |   .0143537   .0258363     0.56   0.579    -.0362844    .0649919
              SE - Sweden  |   .0465689   .0195183     2.39   0.017     .0083138     .084824
             AT - Austria  |   .0359054   .0427288     0.84   0.401    -.0478414    .1196523
   CY - Cyprus (Republic)  |   .0171499    .114591     0.15   0.881    -.2074444    .2417442
      CZ - Czech Republic  |    .003558   .1123073     0.03   0.975    -.2165602    .2236763
             EE - Estonia  |    .039427   .0783757     0.50   0.615    -.1141865    .1930405
             HU - Hungary  |   .0463651   .0453319     1.02   0.306    -.0424838    .1352139
              LV - Latvia  |    .054982   .0694251     0.79   0.428    -.0810887    .1910528
           LT - Lithuania  |   .0642541   .0439379     1.46   0.144    -.0218627    .1503709
               MT - Malta  |   .1725015   .2527137     0.68   0.495    -.3228082    .6678112
              PL - Poland  |   .0003302   .0208513     0.02   0.987    -.0405377     .041198
            SK - Slovakia  |   .1063002   .0891844     1.19   0.233    -.0684981    .2810985
            SI - Slovenia  |   .0288164   .0593469     0.49   0.627    -.0875015    .1451342
            BG - Bulgaria  |   .0716833   .0307257     2.33   0.020      .011462    .1319046
             RO - Romania  |   .0173456   .0240469     0.72   0.471    -.0297854    .0644766
                           |
                       age |  -.0004766   .0026699    -0.18   0.858    -.0057095    .0047563
                           |
             country#c.age |
             BE - Belgium  |  -.0009577   .0075037    -0.13   0.898    -.0156648    .0137493
     NL - The Netherlands  |   .0031873   .0057425     0.56   0.579    -.0080678    .0144423
    DE-W - Germany - West  |  -.0020766    .003617    -0.57   0.566    -.0091659    .0050126
               IT - Italy  |   .0075457   .0047079     1.60   0.109    -.0016817    .0167731
          LU - Luxembourg  |   .0085013    .030339     0.28   0.779     -.050962    .0679646
             DK - Denmark  |  -.0016152   .0085381    -0.19   0.850    -.0183495    .0151191
             IE - Ireland  |  -.0109099   .0127112    -0.86   0.391    -.0358235    .0140037
   GB-GBN - Great Britain  |   .0092219   .0035132     2.62   0.009     .0023362    .0161076
  GB-NIR Northern Ireland  |   .0014959   .0142021     0.11   0.916    -.0263398    .0293315
              GR - Greece  |  -.0074468   .0065811    -1.13   0.258    -.0203455     .005452
                ES -Spain  |   -.003186   .0039265    -0.81   0.417    -.0108817    .0045097
            PT - Portugal  |  -.0082622   .0084186    -0.98   0.326    -.0247624     .008238
        DE-E Germany East  |   .0173026   .0069312     2.50   0.013     .0037178    .0308875
             FI - Finland  |   .0111332   .0076116     1.46   0.144    -.0037853    .0260517
              SE - Sweden  |   .0017586   .0061515     0.29   0.775    -.0102982    .0138153
             AT - Austria  |   .0039933   .0084124     0.47   0.635    -.0124948    .0204814
   CY - Cyprus (Republic)  |  -.0026689   .0240198    -0.11   0.912    -.0497469    .0444091
      CZ - Czech Republic  |   .0023609   .0124081     0.19   0.849    -.0219585    .0266804
             EE - Estonia  |   .0143201   .0158298     0.90   0.366    -.0167057    .0453458
             HU - Hungary  |   .0004171   .0077805     0.05   0.957    -.0148324    .0156665
              LV - Latvia  |   .0304801    .013987     2.18   0.029     .0030661     .057894
           LT - Lithuania  |   .0160438   .0092246     1.74   0.082    -.0020362    .0341237
               MT - Malta  |  -.0039848   .0384219    -0.10   0.917    -.0792904    .0713208
              PL - Poland  |   .0092824   .0038647     2.40   0.016     .0017078     .016857
            SK - Slovakia  |   .0026862   .0182142     0.15   0.883     -.033013    .0383854
            SI - Slovenia  |   .0114392   .0123374     0.93   0.354    -.0127417    .0356201
            BG - Bulgaria  |   .0115415   .0079295     1.46   0.146        -.004    .0270831
             RO - Romania  |  -.0004063   .0047155    -0.09   0.931    -.0096485    .0088359
                           |
                     ethno |  -.0769627   .0211837    -3.63   0.000    -.1184819   -.0354435
                           |
           country#c.ethno |
             BE - Belgium  |  -.0787331   .0613077    -1.28   0.199     -.198894    .0414277
     NL - The Netherlands  |  -.1041322   .0497381    -2.09   0.036    -.2016171   -.0066473
    DE-W - Germany - West  |  -.1450946   .0290891    -4.99   0.000    -.2021083    -.088081
               IT - Italy  |  -.2105881   .0361461    -5.83   0.000    -.2814332   -.1397431
          LU - Luxembourg  |  -.0260016   .2733171    -0.10   0.924    -.5616933    .5096902
             DK - Denmark  |  -.0170167   .0702893    -0.24   0.809    -.1547812    .1207478
             IE - Ireland  |   .0411978   .0877315     0.47   0.639    -.1307528    .2131484
   GB-GBN - Great Britain  |  -.1300593   .0289098    -4.50   0.000    -.1867216    -.073397
  GB-NIR Northern Ireland  |  -.0102137   .1183942    -0.09   0.931     -.242262    .2218345
              GR - Greece  |  -.0858117   .0417008    -2.06   0.040    -.1675438   -.0040796
                ES -Spain  |  -.3418855   .0324381   -10.54   0.000     -.405463    -.278308
            PT - Portugal  |  -.3001329   .0759474    -3.95   0.000     -.448987   -.1512787
        DE-E Germany East  |  -.1959994   .0490879    -3.99   0.000    -.2922098    -.099789
             FI - Finland  |   .1105836   .0621708     1.78   0.075     -.011269    .2324362
              SE - Sweden  |   -.041647   .0508921    -0.82   0.413    -.1413936    .0580996
             AT - Austria  |  -.1736426   .0631316    -2.75   0.006    -.2973784   -.0499069
   CY - Cyprus (Republic)  |  -.1467577   .1280593    -1.15   0.252    -.3977493    .1042338
      CZ - Czech Republic  |  -.3091218   .1044951    -2.96   0.003    -.5139286   -.1043151
             EE - Estonia  |  -.1334633   .1366652    -0.98   0.329    -.4013222    .1343955
             HU - Hungary  |  -.1274368   .0586427    -2.17   0.030    -.2423745   -.0124992
              LV - Latvia  |  -.0007935   .0996801    -0.01   0.994     -.196163     .194576
           LT - Lithuania  |  -.0387112   .0674705    -0.57   0.566     -.170951    .0935286
               MT - Malta  |   .0366774   .2621241     0.14   0.889    -.4770765    .5504313
              PL - Poland  |  -.1033444   .0302763    -3.41   0.001    -.1626848    -.044004
            SK - Slovakia  |  -.2463369   .1702038    -1.45   0.148    -.5799303    .0872565
            SI - Slovenia  |  -.0710658    .091393    -0.78   0.437    -.2501927    .1080612
            BG - Bulgaria  |   -.075103    .054484    -1.38   0.168    -.1818897    .0316836
             RO - Romania  |   .0051476   .0359361     0.14   0.886    -.0652858    .0755809
                           |
                   contact |
                        1  |   .8088213   .1168855     6.92   0.000       .57973    1.037913
                           |
           contact#country |
           1#BE - Belgium  |  -.3030385   .4152932    -0.73   0.466    -1.116998    .5109211
   1#NL - The Netherlands  |   .1768738   .3210359     0.55   0.582     -.452345    .8060927
  1#DE-W - Germany - West  |  -.5354268   .2009199    -2.66   0.008    -.9292225   -.1416311
             1#IT - Italy  |  -.4184994   .2221856    -1.88   0.060    -.8539752    .0169763
        1#LU - Luxembourg  |  -17.17704   5459.519    -0.00   0.997    -10717.64    10683.28
           1#DK - Denmark  |   -.031062   .5992872    -0.05   0.959    -1.205643    1.143519
           1#IE - Ireland  |   .1274357   .5151997     0.25   0.805    -.8823372    1.137209
 1#GB-GBN - Great Britain  |  -.1791282   .1608915    -1.11   0.266    -.4944698    .1362133
1#GB-NIR Northern Ireland  |  -.1911103   .6870571    -0.28   0.781    -1.537718    1.155497
            1#GR - Greece  |   .4068005   .3044975     1.34   0.182    -.1900036    1.003605
              1#ES -Spain  |    .035555   .1477318     0.24   0.810    -.2539941     .325104
          1#PT - Portugal  |  -.2824877   .2674403    -1.06   0.291    -.8066611    .2416856
      1#DE-E Germany East  |   1.547747   .5367503     2.88   0.004     .4957362    2.599759
           1#FI - Finland  |   -.728461   .3259756    -2.23   0.025    -1.367361   -.0895606
            1#SE - Sweden  |  -.6737084   .3076503    -2.19   0.029    -1.276692   -.0707249
           1#AT - Austria  |  -.0155298   .4689136    -0.03   0.974    -.9345837     .903524
 1#CY - Cyprus (Republic)  |   .0291016   1.229234     0.02   0.981    -2.380153    2.438356
    1#CZ - Czech Republic  |   .6963497   .4091558     1.70   0.089    -.1055809     1.49828
           1#EE - Estonia  |  -.0958418   .9067056    -0.11   0.916    -1.872952    1.681269
           1#HU - Hungary  |   .2258355   .2948899     0.77   0.444    -.3521381    .8038091
            1#LV - Latvia  |   .0224539   .4918375     0.05   0.964    -.9415298    .9864377
         1#LT - Lithuania  |  -.0381486   .4518638    -0.08   0.933    -.9237855    .8474883
             1#MT - Malta  |  -.5660783   4.368049    -0.13   0.897    -9.127297     7.99514
            1#PL - Poland  |   -.170317   .2152831    -0.79   0.429     -.592264    .2516301
          1#SK - Slovakia  |  -.2902647   .6281237    -0.46   0.644    -1.521365    .9408351
          1#SI - Slovenia  |   -.053995   .5589263    -0.10   0.923     -1.14947    1.041481
          1#BG - Bulgaria  |   .1443454   .2871023     0.50   0.615    -.4183647    .7070555
           1#RO - Romania  |  -.5135874   .1773887    -2.90   0.004    -.8612628    -.165912
                           |
                    gender |
                        1  |  -.3009642   .0990568    -3.04   0.002    -.4951119   -.1068166
                           |
            gender#country |
           1#BE - Belgium  |   .3238896   .2700653     1.20   0.230    -.2054286    .8532079
   1#NL - The Netherlands  |   .2476735   .2189726     1.13   0.258     -.181505     .676852
  1#DE-W - Germany - West  |   .1043641   .1335375     0.78   0.434    -.1573646    .3660928
             1#IT - Italy  |   .6480342   .1531403     4.23   0.000     .3478847    .9481837
        1#LU - Luxembourg  |  -.0021761   1.196441    -0.00   0.999    -2.347158    2.342806
           1#DK - Denmark  |   .3834804   .3261428     1.18   0.240    -.2557477    1.022709
           1#IE - Ireland  |   .1075148   .3813545     0.28   0.778    -.6399262    .8549559
 1#GB-GBN - Great Britain  |  -.0627177    .130604    -0.48   0.631    -.3186968    .1932614
1#GB-NIR Northern Ireland  |   .7766571   .5104331     1.52   0.128    -.2237733    1.777088
            1#GR - Greece  |  -.1430314   .2233845    -0.64   0.522     -.580857    .2947942
              1#ES -Spain  |   .3840658   .1334221     2.88   0.004     .1225633    .6455682
          1#PT - Portugal  |   .0313053   .2563843     0.12   0.903    -.4711987    .5338093
      1#DE-E Germany East  |   .2097925   .2447339     0.86   0.391    -.2698772    .6894622
           1#FI - Finland  |   .0338098   .2811592     0.12   0.904    -.5172521    .5848717
            1#SE - Sweden  |   .0339981   .2281457     0.15   0.882    -.4131593    .4811555
           1#AT - Austria  |   .3902718    .274035     1.42   0.154    -.1468269    .9273706
 1#CY - Cyprus (Republic)  |   .5084168   .7631189     0.67   0.505    -.9872687    2.004102
    1#CZ - Czech Republic  |  -.3570623   .4253601    -0.84   0.401    -1.190753    .4766283
           1#EE - Estonia  |   .4062116   .6140699     0.66   0.508    -.7973433    1.609767
           1#HU - Hungary  |   .3128845   .2630445     1.19   0.234    -.2026732    .8284422
            1#LV - Latvia  |   .2162668   .4602575     0.47   0.638    -.6858213    1.118355
         1#LT - Lithuania  |   .2587249   .3438477     0.75   0.452    -.4152041    .9326539
             1#MT - Malta  |   .3028694   1.300857     0.23   0.816    -2.246764    2.852503
            1#PL - Poland  |   .3660447   .1380622     2.65   0.008     .0954477    .6366418
          1#SK - Slovakia  |  -.2006938   .6436666    -0.31   0.755    -1.462257     1.06087
          1#SI - Slovenia  |  -.1889117   .4560967    -0.41   0.679    -1.082845    .7050214
          1#BG - Bulgaria  |   .0847509   .2726741     0.31   0.756    -.4496805    .6191824
           1#RO - Romania  |   .3075992    .164711     1.87   0.062    -.0152284    .6304267
                           |
                     _cons |  -.4054825   .3162491    -1.28   0.200    -1.025319    .2143544
---------------------------+----------------------------------------------------------------
8                          |
                      educ |  -.0143711   .0158696    -0.91   0.365     -.045475    .0167328
                           |
                   country |
             BE - Belgium  |   .0300281   1.588481     0.02   0.985    -3.083337    3.143394
     NL - The Netherlands  |  -1.070918   .8328148    -1.29   0.198    -2.703205    .5613688
    DE-W - Germany - West  |   .7056237   .4605302     1.53   0.125     -.196999    1.608246
               IT - Italy  |  -.9504122   .6044291    -1.57   0.116    -2.135071    .2342471
          LU - Luxembourg  |   .3062639   3.784915     0.08   0.936    -7.112034    7.724562
             DK - Denmark  |   .2325406    1.03377     0.22   0.822    -1.793612    2.258693
             IE - Ireland  |  -.0428236   1.523828    -0.03   0.978    -3.029471    2.943824
   GB-GBN - Great Britain  |   1.282101   .5059981     2.53   0.011      .290363    2.273839
  GB-NIR Northern Ireland  |   2.588902   2.066847     1.25   0.210    -1.462043    6.639848
              GR - Greece  |   1.340588   .8898252     1.51   0.132    -.4034369    3.084614
                ES -Spain  |   1.423002   .4852907     2.93   0.003     .4718494    2.374154
            PT - Portugal  |   .4244941   1.094223     0.39   0.698    -1.720143    2.569132
        DE-E Germany East  |   .3883115   .9460946     0.41   0.681       -1.466    2.242623
             FI - Finland  |  -.5729891   .9282656    -0.62   0.537    -2.392356    1.246378
              SE - Sweden  |   .1861268   .6644422     0.28   0.779    -1.116156     1.48841
             AT - Austria  |   .7612601   1.420846     0.54   0.592    -2.023547    3.546067
   CY - Cyprus (Republic)  |   2.130354    3.08808     0.69   0.490    -3.922171    8.182879
      CZ - Czech Republic  |   1.317782   3.368911     0.39   0.696    -5.285163    7.920726
             EE - Estonia  |   .7386474   2.249812     0.33   0.743    -3.670903    5.148198
             HU - Hungary  |  -.8928786     1.1668    -0.77   0.444    -3.179765    1.394008
              LV - Latvia  |  -1.100688   1.681459    -0.65   0.513    -4.396287    2.194911
           LT - Lithuania  |  -.6253845   1.154775    -0.54   0.588    -2.888702    1.637933
               MT - Malta  |  -2.930926   6.170579    -0.47   0.635    -15.02504    9.163187
              PL - Poland  |   1.464354   .5525561     2.65   0.008     .3813638    2.547344
            SK - Slovakia  |  -2.316202   2.642751    -0.88   0.381    -7.495899    2.863494
            SI - Slovenia  |   .9442221   1.652716     0.57   0.568    -2.295041    4.183485
            BG - Bulgaria  |  -.9694609   1.009348    -0.96   0.337    -2.947747    1.008825
             RO - Romania  |   .9729208   .6755584     1.44   0.150    -.3511492    2.296991
                           |
            country#c.educ |
             BE - Belgium  |   -.007875   .0629973    -0.13   0.901    -.1313475    .1155975
     NL - The Netherlands  |    .019112   .0329041     0.58   0.561    -.0453788    .0836027
    DE-W - Germany - West  |   .0187863   .0186954     1.00   0.315    -.0178561    .0554286
               IT - Italy  |   .0810925   .0239621     3.38   0.001     .0341277    .1280573
          LU - Luxembourg  |  -.0053267   .1481464    -0.04   0.971    -.2956882    .2850349
             DK - Denmark  |  -.0276005   .0369843    -0.75   0.455    -.1000883    .0448873
             IE - Ireland  |  -.0157545   .0644262    -0.24   0.807    -.1420276    .1105185
   GB-GBN - Great Britain  |  -.0454747   .0219953    -2.07   0.039    -.0885847   -.0023647
  GB-NIR Northern Ireland  |  -.1119079   .0933919    -1.20   0.231    -.2949527    .0711368
              GR - Greece  |  -.0204847   .0350331    -0.58   0.559    -.0891483     .048179
                ES -Spain  |   .0034237   .0189131     0.18   0.856    -.0336454    .0404927
            PT - Portugal  |   .0171492   .0417838     0.41   0.681    -.0647455    .0990438
        DE-E Germany East  |  -.0565982   .0402098    -1.41   0.159    -.1354079    .0222115
             FI - Finland  |  -.0046042   .0324987    -0.14   0.887    -.0683005    .0590921
              SE - Sweden  |   .0106126    .023705     0.45   0.654    -.0358484    .0570735
             AT - Austria  |  -.0044945   .0572879    -0.08   0.937    -.1167768    .1077878
   CY - Cyprus (Republic)  |  -.0146204   .1312794    -0.11   0.911    -.2719233    .2426824
      CZ - Czech Republic  |  -.0807782   .1470978    -0.55   0.583    -.3690845    .2075281
             EE - Estonia  |  -.0180283   .0951706    -0.19   0.850    -.2045593    .1685027
             HU - Hungary  |   .0180544   .0504062     0.36   0.720    -.0807399    .1168487
              LV - Latvia  |   .0460857   .0700158     0.66   0.510    -.0911427    .1833141
           LT - Lithuania  |   .0346366   .0466641     0.74   0.458    -.0568234    .1260966
               MT - Malta  |   .1561115   .2761955     0.57   0.572    -.3852218    .6974448
              PL - Poland  |  -.0253111   .0234709    -1.08   0.281    -.0713132     .020691
            SK - Slovakia  |   .1089807   .1178341     0.92   0.355    -.1219699    .3399312
            SI - Slovenia  |   -.028424   .0699549    -0.41   0.685     -.165533    .1086851
            BG - Bulgaria  |   .0201264   .0393581     0.51   0.609    -.0570139    .0972668
             RO - Romania  |   -.021964    .027789    -0.79   0.429    -.0764294    .0325014
                           |
                       age |  -.0016155   .0032027    -0.50   0.614    -.0078927    .0046617
                           |
             country#c.age |
             BE - Belgium  |   .0056802   .0105087     0.54   0.589    -.0149165    .0262768
     NL - The Netherlands  |   .0105495   .0077603     1.36   0.174    -.0046605    .0257595
    DE-W - Germany - West  |  -.0056106   .0043244    -1.30   0.194    -.0140863    .0028651
               IT - Italy  |  -.0102663   .0059594    -1.72   0.085    -.0219465    .0014139
          LU - Luxembourg  |   .0009525   .0381539     0.02   0.980    -.0738277    .0757327
             DK - Denmark  |   .0061241   .0108244     0.57   0.572    -.0150913    .0273394
             IE - Ireland  |  -.0048691   .0153264    -0.32   0.751    -.0349083    .0251701
   GB-GBN - Great Britain  |   .0105109   .0040775     2.58   0.010     .0025191    .0185027
  GB-NIR Northern Ireland  |   .0020529   .0148865     0.14   0.890    -.0271241    .0312298
              GR - Greece  |  -.0091088   .0080221    -1.14   0.256    -.0248319    .0066144
                ES -Spain  |  -.0023984   .0045056    -0.53   0.595    -.0112291    .0064324
            PT - Portugal  |  -.0083631   .0104825    -0.80   0.425    -.0289085    .0121823
        DE-E Germany East  |   .0216748   .0078173     2.77   0.006     .0063531    .0369966
             FI - Finland  |   .0087256    .009619     0.91   0.364    -.0101273    .0275785
              SE - Sweden  |   .0061327   .0073413     0.84   0.404     -.008256    .0205214
             AT - Austria  |  -.0047791   .0114759    -0.42   0.677    -.0272715    .0177134
   CY - Cyprus (Republic)  |  -.0050606    .025454    -0.20   0.842    -.0549495    .0448282
      CZ - Czech Republic  |  -.0024717   .0183654    -0.13   0.893    -.0384672    .0335237
             EE - Estonia  |   .0131177   .0180265     0.73   0.467    -.0222135    .0484489
             HU - Hungary  |    .001357   .0098768     0.14   0.891    -.0180012    .0207152
              LV - Latvia  |   .0295992   .0144981     2.04   0.041     .0011836    .0580149
           LT - Lithuania  |   .0182142   .0102324     1.78   0.075     -.001841    .0382693
               MT - Malta  |   .0052796   .0461252     0.11   0.909    -.0851241    .0956832
              PL - Poland  |   .0082514   .0044386     1.86   0.063     -.000448    .0169508
            SK - Slovakia  |   -.010133   .0290759    -0.35   0.727    -.0671208    .0468548
            SI - Slovenia  |   .0154131    .014154     1.09   0.276    -.0123282    .0431545
            BG - Bulgaria  |   .0097362   .0091355     1.07   0.287    -.0081692    .0276415
             RO - Romania  |  -.0024414   .0054522    -0.45   0.654    -.0131275    .0082448
                           |
                     ethno |   -.114043   .0250983    -4.54   0.000    -.1632348   -.0648512
                           |
           country#c.ethno |
             BE - Belgium  |  -.1414903   .0829821    -1.71   0.088    -.3041323    .0211517
     NL - The Netherlands  |  -.0996071   .0672904    -1.48   0.139    -.2314938    .0322796
    DE-W - Germany - West  |  -.0718958   .0342103    -2.10   0.036    -.1389468   -.0048449
               IT - Italy  |  -.2390947   .0460722    -5.19   0.000    -.3293946   -.1487949
          LU - Luxembourg  |  -.0982394   .3573601    -0.27   0.783    -.7986524    .6021735
             DK - Denmark  |  -.1108493   .1009893    -1.10   0.272    -.3087846    .0870861
             IE - Ireland  |   .0949293   .1057067     0.90   0.369    -.1122521    .3021106
   GB-GBN - Great Britain  |  -.1558581   .0343222    -4.54   0.000    -.2231284   -.0885878
  GB-NIR Northern Ireland  |  -.0605776   .1425022    -0.43   0.671    -.3398767    .2187216
              GR - Greece  |  -.0264483   .0497499    -0.53   0.595    -.1239564    .0710597
                ES -Spain  |  -.3791545   .0389319    -9.74   0.000    -.4554597   -.3028494
            PT - Portugal  |  -.1587708   .0894971    -1.77   0.076    -.3341819    .0166403
        DE-E Germany East  |  -.1382768   .0574128    -2.41   0.016    -.2508038   -.0257499
             FI - Finland  |   .1534027   .0710073     2.16   0.031     .0142309    .2925744
              SE - Sweden  |   -.075475   .0636461    -1.19   0.236     -.200219     .049269
             AT - Austria  |  -.1541377    .085236    -1.81   0.071    -.3211971    .0129217
   CY - Cyprus (Republic)  |  -.1288586   .1339389    -0.96   0.336     -.391374    .1336567
      CZ - Czech Republic  |   -.296805   .1439843    -2.06   0.039     -.579009   -.0146011
             EE - Estonia  |   -.063959   .1514106    -0.42   0.673    -.3607183    .2328003
             HU - Hungary  |  -.1137895   .0678299    -1.68   0.093    -.2467337    .0191548
              LV - Latvia  |   .0719525   .0999451     0.72   0.472    -.1239363    .2678412
           LT - Lithuania  |   .0101322   .0730975     0.14   0.890    -.1331363    .1534008
               MT - Malta  |    .075853   .3123623     0.24   0.808    -.5363658    .6880717
              PL - Poland  |  -.1022679   .0350663    -2.92   0.004    -.1709967   -.0335392
            SK - Slovakia  |  -.2228616   .2762227    -0.81   0.420    -.7642482    .3185249
            SI - Slovenia  |  -.1196881   .1070626    -1.12   0.264    -.3295269    .0901507
            BG - Bulgaria  |  -.0615285   .0665229    -0.92   0.355    -.1919111    .0688541
             RO - Romania  |    .033756   .0420245     0.80   0.422    -.0486105    .1161225
                           |
                   contact |
                        1  |   .9498732   .1335655     7.11   0.000     .6880896    1.211657
                           |
           contact#country |
           1#BE - Belgium  |  -.6823249   .5337046    -1.28   0.201    -1.728367     .363717
   1#NL - The Netherlands  |   .2158393   .3848426     0.56   0.575    -.5384384     .970117
  1#DE-W - Germany - West  |  -1.086092   .2432066    -4.47   0.000    -1.562768   -.6094156
             1#IT - Italy  |   -.561639   .2589581    -2.17   0.030    -1.069188   -.0540904
        1#LU - Luxembourg  |          0  (omitted)
           1#DK - Denmark  |  -.3258823   .7467543    -0.44   0.663    -1.789494    1.137729
           1#IE - Ireland  |   .1710377   .5771925     0.30   0.767    -.9602389    1.302314
 1#GB-GBN - Great Britain  |  -.2749972   .1792625    -1.53   0.125    -.6263452    .0763509
1#GB-NIR Northern Ireland  |  -.5676497   .7478647    -0.76   0.448    -2.033438    .8981381
            1#GR - Greece  |   .5063612   .3253902     1.56   0.120     -.131392    1.144114
              1#ES -Spain  |  -.0926568   .1665525    -0.56   0.578    -.4190936      .23378
          1#PT - Portugal  |  -.3920789    .343444    -1.14   0.254    -1.065217     .281059
      1#DE-E Germany East  |   .8912405   .5615083     1.59   0.112    -.2092955    1.991777
           1#FI - Finland  |  -.8797426    .404357    -2.18   0.030    -1.672268   -.0872175
            1#SE - Sweden  |  -.6947103   .3518859    -1.97   0.048    -1.384394   -.0050266
           1#AT - Austria  |  -.4639078    .616287    -0.75   0.452    -1.671808    .7439926
 1#CY - Cyprus (Republic)  |  -.7293627   1.326709    -0.55   0.582    -3.329665     1.87094
    1#CZ - Czech Republic  |    .535513   .6258057     0.86   0.392    -.6910436     1.76207
           1#EE - Estonia  |   .1337419   .9298503     0.14   0.886    -1.688731    1.956215
           1#HU - Hungary  |   .4009399    .380109     1.05   0.292      -.34406     1.14594
            1#LV - Latvia  |  -.2612332   .4985082    -0.52   0.600    -1.238291     .715825
         1#LT - Lithuania  |  -.1911305   .4730191    -0.40   0.686    -1.118231      .73597
             1#MT - Malta  |  -14.73551   4602.492    -0.00   0.997    -9035.455    9005.984
            1#PL - Poland  |   .1587677   .2228752     0.71   0.476    -.2780596     .595595
          1#SK - Slovakia  |  -.6193449   .9248452    -0.67   0.503    -2.432008    1.193318
          1#SI - Slovenia  |  -.3806288    .604496    -0.63   0.529    -1.565419    .8041616
          1#BG - Bulgaria  |   .0674609   .3511217     0.19   0.848     -.620725    .7556469
           1#RO - Romania  |  -.4890687   .2037885    -2.40   0.016    -.8884869   -.0896505
                           |
                    gender |
                        1  |  -.4107213   .1156985    -3.55   0.000    -.6374862   -.1839563
                           |
            gender#country |
           1#BE - Belgium  |   .2012538   .3574137     0.56   0.573    -.4992642    .9017718
   1#NL - The Netherlands  |   .2136661   .2909716     0.73   0.463    -.3566277    .7839599
  1#DE-W - Germany - West  |   .0813875   .1567728     0.52   0.604    -.2258816    .3886566
             1#IT - Italy  |   .6641418   .1885545     3.52   0.000     .2945817    1.033702
        1#LU - Luxembourg  |    .410989    1.41128     0.29   0.771    -2.355069    3.177047
           1#DK - Denmark  |   .7028629   .4070016     1.73   0.084    -.0948457    1.500571
           1#IE - Ireland  |   .2525283   .4703662     0.54   0.591    -.6693725    1.174429
 1#GB-GBN - Great Britain  |   .0894833   .1500071     0.60   0.551    -.2045251    .3834918
1#GB-NIR Northern Ireland  |   .5154867   .5870903     0.88   0.380    -.6351892    1.666163
            1#GR - Greece  |   .1605762   .2674676     0.60   0.548    -.3636507    .6848031
              1#ES -Spain  |    .336077   .1513165     2.22   0.026      .039502     .632652
          1#PT - Portugal  |   .2483192   .3246485     0.76   0.444    -.3879802    .8846187
      1#DE-E Germany East  |   .5896841    .282854     2.08   0.037     .0353004    1.144068
           1#FI - Finland  |   .2571222   .3488505     0.74   0.461    -.4266123    .9408567
            1#SE - Sweden  |   .2910423    .269168     1.08   0.280    -.2365173     .818602
           1#AT - Austria  |   .4386085   .3782875     1.16   0.246    -.3028213    1.180038
 1#CY - Cyprus (Republic)  |   .5525273   .8199593     0.67   0.500    -1.054563    2.159618
    1#CZ - Czech Republic  |  -.4130286   .6150762    -0.67   0.502    -1.618556    .7924985
           1#EE - Estonia  |   .4350164   .6756874     0.64   0.520    -.8893066    1.759339
           1#HU - Hungary  |   .6170217   .3197526     1.93   0.054    -.0096818    1.243725
            1#LV - Latvia  |   .2378861   .4790749     0.50   0.620    -.7010835    1.176856
         1#LT - Lithuania  |   .3394687   .3790577     0.90   0.370    -.4034707    1.082408
             1#MT - Malta  |   .2599731   1.565356     0.17   0.868    -2.808068    3.328014
            1#PL - Poland  |   .3177138    .155514     2.04   0.041     .0129121    .6225156
          1#SK - Slovakia  |  -.0867145   .9827607    -0.09   0.930     -2.01289    1.839461
          1#SI - Slovenia  |  -.1879744   .5122747    -0.37   0.714    -1.192014    .8160655
          1#BG - Bulgaria  |   .4679864   .3245265     1.44   0.149    -.1680739    1.104047
           1#RO - Romania  |    .272299   .1905959     1.43   0.153    -.1012621    .6458601
                           |
                     _cons |  -1.159521   .3789399    -3.06   0.002     -1.90223   -.4168127
---------------------------+----------------------------------------------------------------
9                          |
                      educ |  -.0280683   .0197262    -1.42   0.155    -.0667309    .0105944
                           |
                   country |
             BE - Belgium  |   2.593485    2.30896     1.12   0.261    -1.931994    7.118964
     NL - The Netherlands  |  -2.678638   1.017999    -2.63   0.009    -4.673879   -.6833973
    DE-W - Germany - West  |  -.5843274   .5775355    -1.01   0.312    -1.716276    .5476213
               IT - Italy  |  -1.928401   .8388163    -2.30   0.022    -3.572451   -.2843512
          LU - Luxembourg  |  -4.765154   7.467293    -0.64   0.523    -19.40078    9.870471
             DK - Denmark  |  -.4952002   1.293976    -0.38   0.702    -3.031346    2.040945
             IE - Ireland  |  -1.925064   2.078998    -0.93   0.354    -5.999825    2.149697
   GB-GBN - Great Britain  |   1.402853   .6085475     2.31   0.021     .2101216    2.595584
  GB-NIR Northern Ireland  |   .3555971   2.439359     0.15   0.884    -4.425458    5.136653
              GR - Greece  |   .0408264    1.02644     0.04   0.968    -1.970958    2.052611
                ES -Spain  |   .4237923   .5788476     0.73   0.464    -.7107282    1.558313
            PT - Portugal  |   .4144492   1.588204     0.26   0.794    -2.698374    3.527273
        DE-E Germany East  |   .4262597   1.197863     0.36   0.722    -1.921509    2.774028
             FI - Finland  |  -2.049155   1.209586    -1.69   0.090    -4.419901    .3215903
              SE - Sweden  |   -.717879   .8006363    -0.90   0.370    -2.287097    .8513393
             AT - Austria  |  -.3754433     1.6912    -0.22   0.824    -3.690133    2.939247
   CY - Cyprus (Republic)  |  -1.230593   3.568067    -0.34   0.730    -8.223876    5.762689
      CZ - Czech Republic  |   13.13674   10.89609     1.21   0.228    -8.219199    34.49269
             EE - Estonia  |   .1756766   2.552802     0.07   0.945    -4.827723    5.179076
             HU - Hungary  |  -1.338847   1.250658    -1.07   0.284    -3.790091    1.112396
              LV - Latvia  |  -1.405831   1.753227    -0.80   0.423    -4.842092     2.03043
           LT - Lithuania  |  -1.369881   1.238393    -1.11   0.269    -3.797087    1.057325
               MT - Malta  |  -4.575929   7.720161    -0.59   0.553    -19.70717    10.55531
              PL - Poland  |   1.044439   .6439336     1.62   0.105    -.2176476    2.306526
            SK - Slovakia  |  -2.535584    6.78269    -0.37   0.709    -15.82941    10.75824
            SI - Slovenia  |    -.53705   1.992619    -0.27   0.788    -4.442511    3.368411
            BG - Bulgaria  |  -.7331892   1.297783    -0.56   0.572    -3.276797    1.810419
             RO - Romania  |  -.3111664   .8377136    -0.37   0.710    -1.953055    1.330722
                           |
            country#c.educ |
             BE - Belgium  |  -.1352491    .096166    -1.41   0.160    -.3237309    .0532327
     NL - The Netherlands  |   .0737969   .0431283     1.71   0.087    -.0107329    .1583268
    DE-W - Germany - West  |   .0738892   .0235725     3.13   0.002     .0276879    .1200905
               IT - Italy  |   .0657627   .0325319     2.02   0.043     .0020014     .129524
          LU - Luxembourg  |    .103554   .2238269     0.46   0.644    -.3351386    .5422467
             DK - Denmark  |  -.0141953   .0475677    -0.30   0.765    -.1074262    .0790356
             IE - Ireland  |   .0411241   .0939348     0.44   0.662    -.1429847    .2252329
   GB-GBN - Great Britain  |  -.0699108   .0262835    -2.66   0.008    -.1214256    -.018396
  GB-NIR Northern Ireland  |  -.0379362   .1082578    -0.35   0.726    -.2501176    .1742453
              GR - Greece  |   .0183342   .0399769     0.46   0.647     -.060019    .0966874
                ES -Spain  |   .0203273   .0225946     0.90   0.368    -.0239572    .0646119
            PT - Portugal  |  -.0202412   .0661669    -0.31   0.760    -.1499259    .1094435
        DE-E Germany East  |  -.0937324   .0518289    -1.81   0.071    -.1953152    .0078504
             FI - Finland  |   .0208895   .0400821     0.52   0.602      -.05767    .0994489
              SE - Sweden  |   .0226473   .0293603     0.77   0.440    -.0348977    .0801924
             AT - Austria  |   .0330933   .0660692     0.50   0.616    -.0964001    .1625866
   CY - Cyprus (Republic)  |   .0575315   .1406122     0.41   0.682    -.2180634    .3331264
      CZ - Czech Republic  |  -.7915884   .5353655    -1.48   0.139    -1.840886    .2577087
             EE - Estonia  |  -.0081396   .1058591    -0.08   0.939    -.2156196    .1993404
             HU - Hungary  |   .0302921   .0544618     0.56   0.578     -.076451    .1370352
              LV - Latvia  |   .0447359   .0712364     0.63   0.530    -.0948849    .1843566
           LT - Lithuania  |   .0550571   .0499237     1.10   0.270    -.0427916    .1529057
               MT - Malta  |   .1537416    .316349     0.49   0.627    -.4662911    .7737742
              PL - Poland  |  -.0266408   .0273432    -0.97   0.330    -.0802324    .0269508
            SK - Slovakia  |   .0132122   .4412033     0.03   0.976    -.8515304    .8779547
            SI - Slovenia  |   .0021156   .0865612     0.02   0.981    -.1675412    .1717725
            BG - Bulgaria  |   -.021943   .0533791    -0.41   0.681    -.1265641    .0826781
             RO - Romania  |  -.0099708   .0343514    -0.29   0.772    -.0772982    .0573567
                           |
                       age |  -.0064788   .0035077    -1.85   0.065    -.0133538    .0003962
                           |
             country#c.age |
             BE - Belgium  |  -.0052333   .0143357    -0.37   0.715    -.0333308    .0228642
     NL - The Netherlands  |  -.0102453   .0122012    -0.84   0.401    -.0341592    .0136687
    DE-W - Germany - West  |  -.0143786   .0051622    -2.79   0.005    -.0244964   -.0042608
               IT - Italy  |   .0113646   .0079148     1.44   0.151    -.0041481    .0268772
          LU - Luxembourg  |   .0580751   .0800323     0.73   0.468    -.0987853    .2149355
             DK - Denmark  |   .0080003   .0122235     0.65   0.513    -.0159574    .0319579
             IE - Ireland  |   -.004084   .0188046    -0.22   0.828    -.0409404    .0327724
   GB-GBN - Great Britain  |   .0105952   .0045586     2.32   0.020     .0016605    .0195298
  GB-NIR Northern Ireland  |   .0168989    .016972     1.00   0.319    -.0163656    .0501635
              GR - Greece  |    .003602   .0093296     0.39   0.699    -.0146838    .0218877
                ES -Spain  |    .001729   .0050704     0.34   0.733    -.0082089    .0116668
            PT - Portugal  |  -.0156307   .0146862    -1.06   0.287    -.0444152    .0131537
        DE-E Germany East  |   .0282868   .0091128     3.10   0.002     .0104261    .0461476
             FI - Finland  |   .0199338   .0121039     1.65   0.100    -.0037894     .043657
              SE - Sweden  |   .0112471   .0080756     1.39   0.164    -.0045807    .0270749
             AT - Austria  |  -.0011204   .0136513    -0.08   0.935    -.0278765    .0256358
   CY - Cyprus (Republic)  |    .012608   .0302266     0.42   0.677    -.0466349     .071851
      CZ - Czech Republic  |  -.0082994   .0470878    -0.18   0.860    -.1005898     .083991
             EE - Estonia  |   .0164539   .0208405     0.79   0.430    -.0243928    .0573006
             HU - Hungary  |   .0163925   .0112272     1.46   0.144    -.0056124    .0383974
              LV - Latvia  |   .0291485   .0153558     1.90   0.058    -.0009483    .0592453
           LT - Lithuania  |   .0215609   .0111222     1.94   0.053    -.0002383    .0433601
               MT - Malta  |   .0214776   .0673965     0.32   0.750    -.1106172    .1535723
              PL - Poland  |   .0132582   .0048277     2.75   0.006     .0037961    .0227203
            SK - Slovakia  |  -.0046853   .0547103    -0.09   0.932    -.1119154    .1025449
            SI - Slovenia  |   .0281768   .0157283     1.79   0.073      -.00265    .0590037
            BG - Bulgaria  |   .0114465   .0106901     1.07   0.284    -.0095057    .0323987
             RO - Romania  |   .0057389   .0064032     0.90   0.370    -.0068111    .0182889
                           |
                     ethno |  -.1484678   .0283743    -5.23   0.000    -.2040805   -.0928551
                           |
           country#c.ethno |
             BE - Belgium  |  -.1148456   .0948017    -1.21   0.226    -.3006536    .0709623
     NL - The Netherlands  |   .2385489   .1035405     2.30   0.021     .0356133    .4414845
    DE-W - Germany - West  |   -.040291   .0394214    -1.02   0.307    -.1175555    .0369734
               IT - Italy  |  -.2164262   .0550577    -3.93   0.000    -.3243374   -.1085151
          LU - Luxembourg  |  -.2453385    .450644    -0.54   0.586    -1.128585    .6379075
             DK - Denmark  |  -.0141742   .1190759    -0.12   0.905    -.2475587    .2192104
             IE - Ireland  |   .1808851   .1276621     1.42   0.157     -.069328    .4310983
   GB-GBN - Great Britain  |  -.0426949   .0394434    -1.08   0.279    -.1200026    .0346128
  GB-NIR Northern Ireland  |   .1177363   .1545835     0.76   0.446    -.1852418    .4207143
              GR - Greece  |   -.047081    .058842    -0.80   0.424    -.1624092    .0682472
                ES -Spain  |   -.302783   .0452085    -6.70   0.000    -.3913899    -.214176
            PT - Portugal  |  -.0546802   .1070322    -0.51   0.609    -.2644595    .1550992
        DE-E Germany East  |  -.1047642   .0862451    -1.21   0.224    -.2738015    .0642731
             FI - Finland  |   .1574896   .0859497     1.83   0.067    -.0109686    .3259479
              SE - Sweden  |   .0095492   .0725007     0.13   0.895    -.1325495    .1516479
             AT - Austria  |  -.1137263   .0951714    -1.19   0.232    -.3002588    .0728061
   CY - Cyprus (Republic)  |  -.0423526   .1481242    -0.29   0.775    -.3326707    .2479655
      CZ - Czech Republic  |  -.2154182   .2660438    -0.81   0.418    -.7368545    .3060181
             EE - Estonia  |  -.0425882   .1646869    -0.26   0.796    -.3653686    .2801923
             HU - Hungary  |  -.1917358   .0927029    -2.07   0.039    -.3734301   -.0100414
              LV - Latvia  |   .1057296   .1035118     1.02   0.307    -.0971497    .3086089
           LT - Lithuania  |   .0293761   .0785248     0.37   0.708    -.1245297     .183282
               MT - Malta  |   .1629734   .3485395     0.47   0.640    -.5201514    .8460982
              PL - Poland  |  -.0701563   .0387702    -1.81   0.070    -.1461444    .0058318
            SK - Slovakia  |   .0185185   .6067581     0.03   0.976    -1.170706    1.207743
            SI - Slovenia  |  -.1490923   .1201722    -1.24   0.215    -.3846254    .0864408
            BG - Bulgaria  |  -.0160882   .0751728    -0.21   0.831    -.1634241    .1312478
             RO - Romania  |   .0371161    .051601     0.72   0.472    -.0640201    .1382523
                           |
                   contact |
                        1  |   .8218946   .1407558     5.84   0.000     .5460183    1.097771
                           |
           contact#country |
           1#BE - Belgium  |   .6466166   .7388817     0.88   0.382     -.801565    2.094798
   1#NL - The Netherlands  |    .173249   .4523709     0.38   0.702    -.7133818     1.05988
  1#DE-W - Germany - West  |  -.0851244   .2681503    -0.32   0.751    -.6106892    .4404405
             1#IT - Italy  |  -.5444102   .3358748    -1.62   0.105    -1.202713    .1138923
        1#LU - Luxembourg  |   16.37124   7755.993     0.00   0.998     -15185.1    15217.84
           1#DK - Denmark  |  -.4448245   .9033165    -0.49   0.622    -2.215292    1.325643
           1#IE - Ireland  |   .4354287   .6778184     0.64   0.521    -.8930709    1.763928
 1#GB-GBN - Great Britain  |  -.3858459   .1899644    -2.03   0.042    -.7581692   -.0135225
1#GB-NIR Northern Ireland  |   .7014302   .9656625     0.73   0.468    -1.191233    2.594094
            1#GR - Greece  |   .3481163   .3639437     0.96   0.339    -.3652002    1.061433
              1#ES -Spain  |   .1042159   .1803031     0.58   0.563    -.2491716    .4576035
          1#PT - Portugal  |  -.4310681   .4441653    -0.97   0.332    -1.301616    .4394799
      1#DE-E Germany East  |   .9574532   .6666487     1.44   0.151    -.3491542    2.264061
           1#FI - Finland  |  -.7358704    .502534    -1.46   0.143    -1.720819    .2490782
            1#SE - Sweden  |  -.7955373   .4089709    -1.95   0.052    -1.597105     .006031
           1#AT - Austria  |   -.284726   .7351879    -0.39   0.699    -1.725668    1.156216
 1#CY - Cyprus (Republic)  |   .2810682   1.508758     0.19   0.852    -2.676043    3.238179
    1#CZ - Czech Republic  |  -.5389636   1.513195    -0.36   0.722    -3.504771    2.426844
           1#EE - Estonia  |    .183062   .9854431     0.19   0.853    -1.748371    2.114495
           1#HU - Hungary  |   .1982404    .459422     0.43   0.666    -.7022102    1.098691
            1#LV - Latvia  |  -.0398831   .5200197    -0.08   0.939    -1.059103    .9793368
         1#LT - Lithuania  |   .1334563   .4904403     0.27   0.786    -.8277889    1.094702
             1#MT - Malta  |   17.53887    9030.87     0.00   0.998    -17682.64    17717.72
            1#PL - Poland  |   .3415525   .2270392     1.50   0.132    -.1034362    .7865412
          1#SK - Slovakia  |  -1.169275   1.858167    -0.63   0.529    -4.811216    2.472666
          1#SI - Slovenia  |   .1704992   .6708742     0.25   0.799     -1.14439    1.485388
          1#BG - Bulgaria  |   .2110909   .4286346     0.49   0.622    -.6290175    1.051199
           1#RO - Romania  |  -.2833214   .2440016    -1.16   0.246    -.7615558     .194913
                           |
                    gender |
                        1  |  -.2537146    .132697    -1.91   0.056     -.513796    .0063668
                           |
            gender#country |
           1#BE - Belgium  |   .0352682   .4685987     0.08   0.940    -.8831684    .9537047
   1#NL - The Netherlands  |   .5125616   .3350355     1.53   0.126    -.1440958    1.169219
  1#DE-W - Germany - West  |   .3858008   .1805982     2.14   0.033     .0318347    .7397668
             1#IT - Italy  |   .4416616   .2258239     1.96   0.050    -.0009451    .8842683
        1#LU - Luxembourg  |   .3676219   1.826792     0.20   0.841    -3.212825    3.948069
           1#DK - Denmark  |   .5944209   .4801864     1.24   0.216    -.3467271    1.535569
           1#IE - Ireland  |   .1599952   .5870356     0.27   0.785    -.9905735    1.310564
 1#GB-GBN - Great Britain  |  -.0059644   .1659731    -0.04   0.971    -.3312657    .3193369
1#GB-NIR Northern Ireland  |  -.5002361   .7553641    -0.66   0.508    -1.980723    .9802504
            1#GR - Greece  |  -.1784151   .3096045    -0.58   0.564    -.7852289    .4283986
              1#ES -Spain  |   .1745989   .1702725     1.03   0.305    -.1591291     .508327
          1#PT - Portugal  |  -.0039498   .4343182    -0.01   0.993    -.8551979    .8472983
      1#DE-E Germany East  |   .1830597   .3781142     0.48   0.628    -.5580306      .92415
           1#FI - Finland  |  -.0344593   .4540839    -0.08   0.940    -.9244474    .8555288
            1#SE - Sweden  |   .2055901   .2994263     0.69   0.492    -.3812746    .7924549
           1#AT - Austria  |   .1833052   .4455068     0.41   0.681    -.6898721    1.056483
 1#CY - Cyprus (Republic)  |   1.048625   1.028639     1.02   0.308    -.9674706     3.06472
    1#CZ - Czech Republic  |   1.393565   1.357832     1.03   0.305    -1.267736    4.054866
           1#EE - Estonia  |   .2348096   .7493516     0.31   0.754    -1.233892    1.703512
           1#HU - Hungary  |   .5447436   .3666471     1.49   0.137    -.1738716    1.263359
            1#LV - Latvia  |   .0813235   .5097401     0.16   0.873    -.9177487    1.080396
         1#LT - Lithuania  |   .1524621   .4081358     0.37   0.709    -.6474695    .9523936
             1#MT - Malta  |   .6802832   2.227956     0.31   0.760     -3.68643    5.046997
            1#PL - Poland  |   .1094458   .1733746     0.63   0.528    -.2303621    .4492538
          1#SK - Slovakia  |   .6313743   2.273222     0.28   0.781    -3.824059    5.086807
          1#SI - Slovenia  |  -.1927936    .578523    -0.33   0.739    -1.326678    .9410907
          1#BG - Bulgaria  |   .2535254   .3915207     0.65   0.517     -.513841    1.020892
           1#RO - Romania  |   .2878445   .2327534     1.24   0.216    -.1683437    .7440328
                           |
                     _cons |  -.7089474   .4755377    -1.49   0.136    -1.640984    .2230894
--------------------------------------------------------------------------------------------

WARNING! 3799 in-sample cases have an outcome with a predicted probability that is
less than 0. See the gologit2 help section on Warning Messages for more information.

[*] Predicted probabilities in the GOlogit Model

predict y1 y2 y3 y4 y5 y6 y7 y8 y9 y10

[*] Predictive margins in the GOlogit Model

margins,  predict(outcome(1)) atmeans
margins,  predict(outcome(2)) atmeans
margins,  predict(outcome(3)) atmeans
margins,  predict(outcome(4)) atmeans
margins,  predict(outcome(5)) atmeans
margins,  predict(outcome(6)) atmeans
margins,  predict(outcome(7)) atmeans
margins,  predict(outcome(8)) atmeans
margins,  predict(outcome(9)) atmeans
margins,  predict(outcome(10)) atmeans

[*] visualisation

ologit  roma c.educ##i.country c.age##i.country c.ethno##i.country i.contact##i.country i.gender##i.country [iw=w22], or
predict ol1 ol2 ol3 ol4 ol5 ol6 ol7 ol8 ol9 ol10

graph matrix ol10 ol9 ol8 ol7 ol6 ol5 ol4 ol3 ol2 ol1 [w=w22], ms(oh) msize(tiny)

graph matrix y10 y9 y8 y7 y6 y5 y4 y3 y2 y1 if y1>0 & y2 >0 & y3>0 &  y4 >0 & y5>0 & y6>0 & y7 >0 & y8 >0 & y9 >0 & y10 >0  [w=w22], ms(oh) msize(tiny)


sc  y1 ol1 if y1 >0 [w=w22], ms(oh) name(a, replace)
sc  y2 ol2 if y2 >0 [w=w22], ms(oh) name(b, replace)
sc  y3 ol3 if y3 >0 [w=w22], ms(oh) name(c, replace)
sc  y4 ol4 if y4 >0 [w=w22], ms(oh) name(d, replace)
sc  y5 ol5 if y5 >0 [w=w22], ms(oh) name(e, replace)
sc  y6 ol6 if y6 >0 [w=w22], ms(oh) name(f, replace)
sc  y7 ol7 if y7 >0 [w=w22], ms(oh) name(g, replace)
sc  y8 ol8 if y8 >0 [w=w22], ms(oh) name(h, replace)
sc  y9 ol9 if y9 >0 [w=w22], ms(oh) name(i, replace)
sc y10 ol10 if y10 >0 [w=w22], ms(oh) name(j, replace)


graph combine a b c d e f g h i j

graph save Graph "C:\Users\Antoine\Google Drive\modelcomp_roma.gph"
(file C:\Users\Antoine\Google Drive\modelcomp_roma.gph saved)

graph export "C:\Users\Antoine\Google Drive\modelcomp_roma.png", as(png) replace
(note: file C:\Users\Antoine\Google Drive\modelcomp_roma.png not found)
(file C:\Users\Antoine\Google Drive\modelcomp_roma.png written in PNG format)


sc  y1 ol1 if y1 >0 [w=w22], ms(oh) by(country) name(ac, replace)
sc  y2 ol2 if y2 >0 [w=w22], ms(oh) by(country) name(bc, replace)
sc  y3 ol3 if y3 >0 [w=w22], ms(oh) by(country) name(cc, replace)
sc  y4 ol4 if y4 >0 [w=w22], ms(oh) by(country) name(dc, replace)
sc  y5 ol5 if y5 >0 [w=w22], ms(oh) by(country) name(ec, replace)
sc  y6 ol6 if y6 >0 [w=w22], ms(oh) by(country) name(fc, replace)
sc  y7 ol7 if y7 >0 [w=w22], ms(oh) by(country) name(gc, replace)
sc  y8 ol8 if y8 >0 [w=w22], ms(oh) by(country) name(hc, replace)
sc  y9 ol9 if y9 >0 [w=w22], ms(oh) by(country) name(ic, replace)
sc y10 ol10 if y10 >0 [w=w22], ms(oh) by(country) name(jc, replace)

[*] A matrix of model comparaison for each country and outcome of the dependant variable

graph combine ac bc cc dc ec fc gc hc ic jc

[***] Margins 


margins, at (country = (1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30)) predict(outcome(1))
marginsplot, recast(line) recastci(rarea) name(ma)

margins, at (country = (1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30)) predict(outcome(2))
marginsplot, recast(line) recastci(rarea) name(mb)

margins, at (country = (1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30)) predict(outcome(3))
marginsplot, recast(line) recastci(rarea) name(mc)

margins, at (country = (1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30)) predict(outcome(4))
marginsplot, recast(line) recastci(rarea) name(md)

margins, at (country = (1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30)) predict(outcome(5))
marginsplot, recast(line) recastci(rarea) name(me)

margins, at (country = (1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30)) predict(outcome(6))
marginsplot, recast(line) recastci(rarea) name(mf)

margins, at (country = (1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30)) predict(outcome(7))
marginsplot, recast(line) recastci(rarea) name(mg)

margins, at (country = (1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30)) predict(outcome(8))
marginsplot, recast(line) recastci(rarea) name(mh)

margins, at (country = (1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30)) predict(outcome(9))
marginsplot, recast(line) recastci(rarea) name(mi)

margins, at (country = (1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30)) predict(outcome(10))
marginsplot, recast(line) recastci(rarea) name(mj)

graph save ma ma 
graph save mb mb 
graph save mc mc 
graph save md md 
graph save me me
graph save mf mf 
graph save mg mg 
graph save mh mh
graph save mi mi
graph save mj mj 

graph combine ma mb mc md me mf mg mh mi mj

[***] Proven too complex to compute on my laptop

[***] Means

mean y1 y2 y3 y4 y5 y6 y7 y8 y9 y10, over(country)
mean y1 y2 y3 y4 y5 y6 y7 y8 y9 y10, over( contact country)


Mean estimation                     Number of obs    =   25970

    _subpop_1: country = FR - France
    _subpop_2: country = BE - Belgium
    _subpop_3: country = NL - The Netherlands
    _subpop_4: country = DE-W - Germany - West
    _subpop_5: country = IT - Italy
    _subpop_6: country = LU - Luxembourg
    _subpop_7: country = DK - Denmark
    _subpop_8: country = IE - Ireland
    _subpop_9: country = GB-GBN - Great Britain
   _subpop_10: country = GB-NIR Northern Ireland
   _subpop_11: country = GR - Greece
   _subpop_12: country = ES -Spain
   _subpop_13: country = PT - Portugal
   _subpop_14: country = DE-E Germany East
   _subpop_15: country = FI - Finland
   _subpop_16: country = SE - Sweden
   _subpop_17: country = AT - Austria
   _subpop_18: country = CY - Cyprus (Republic)
   _subpop_19: country = CZ - Czech Republic
   _subpop_20: country = EE - Estonia
   _subpop_21: country = HU - Hungary
   _subpop_22: country = LV - Latvia
   _subpop_23: country = LT - Lithuania
   _subpop_24: country = MT - Malta
   _subpop_25: country = PL - Poland
   _subpop_26: country = SK - Slovakia
   _subpop_27: country = SI - Slovenia
   _subpop_28: country = BG - Bulgaria
   _subpop_29: country = RO - Romania

--------------------------------------------------------------
        Over |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
y1           |
   _subpop_1 |   .1390548    .001531      .1360539    .1420556
   _subpop_2 |    .125906    .002777      .1204629    .1313492
   _subpop_3 |   .0789337   .0013612      .0762658    .0816017
   _subpop_4 |   .0608643   .0016533      .0576238    .0641049
   _subpop_5 |    .134327   .0022499       .129917    .1387369
   _subpop_6 |   .1899455    .002906      .1842496    .1956414
   _subpop_7 |   .1003371    .000903      .0985672    .1021069
   _subpop_8 |   .0981871   .0016408      .0949711    .1014032
   _subpop_9 |   .0736732   .0016972      .0703465    .0769999
  _subpop_10 |   .2375649   .0178448      .2025882    .2725416
  _subpop_11 |   .0800026   .0011883      .0776736    .0823317
  _subpop_12 |   .0872667   .0010795      .0851509    .0893825
  _subpop_13 |   .0271241   .0007371      .0256794    .0285688
  _subpop_14 |   .1689577   .0078414      .1535881    .1843273
  _subpop_15 |   .0296909   .0008635      .0279984    .0313834
  _subpop_16 |   .0342393   .0011048      .0320739    .0364047
  _subpop_17 |    .070033    .002953       .064245    .0758209
  _subpop_18 |    .203762   .0049041      .1941496    .2133743
  _subpop_19 |   .1725866    .002294      .1680902    .1770831
  _subpop_20 |   .1135084   .0015483      .1104737    .1165431
  _subpop_21 |   .1428053   .0027227      .1374687    .1481419
  _subpop_22 |    .064728   .0014419      .0619018    .0675542
  _subpop_23 |   .0948476   .0022303       .090476    .0992191
  _subpop_24 |    .163359   .0023697      .1587142    .1680039
  _subpop_25 |   .0564757   .0004372      .0556188    .0573326
  _subpop_26 |   .2159634   .0025441      .2109768      .22095
  _subpop_27 |   .1127063    .002765      .1072868    .1181259
  _subpop_28 |   .1013499   .0021223        .09719    .1055097
  _subpop_29 |   .0549001   .0006345      .0536564    .0561437
-------------+------------------------------------------------
y2           |
   _subpop_1 |   .0482713   .0007005      .0468982    .0496443
   _subpop_2 |    .104461    .001538      .1014464    .1074756
   _subpop_3 |   .0610291   .0009642      .0591392    .0629191
   _subpop_4 |   .0525227   .0012812      .0500115     .055034
   _subpop_5 |   .0903877   .0011331      .0881669    .0926086
   _subpop_6 |   .0829759    .001922      .0792087    .0867432
   _subpop_7 |   .0810608   .0010906      .0789232    .0831984
   _subpop_8 |   .0661731   .0004736      .0652448    .0671014
   _subpop_9 |   .0368386   .0005165      .0358261     .037851
  _subpop_10 |  -.1146833   .0181776     -.1503123   -.0790542
  _subpop_11 |   .0807471   .0005549      .0796594    .0818348
  _subpop_12 |   .0420832   .0010375      .0400496    .0441167
  _subpop_13 |   .0525768   .0010799      .0504602    .0546934
  _subpop_14 |   .0212789    .007362       .006849    .0357088
  _subpop_15 |   .0402068   .0007654      .0387066    .0417069
  _subpop_16 |   .0344572   .0008423      .0328062    .0361081
  _subpop_17 |    .049639   .0011486      .0473877    .0518903
  _subpop_18 |    .050973   .0022447      .0465732    .0553728
  _subpop_19 |   .0649819   .0012671      .0624983    .0674655
  _subpop_20 |   .0564912   .0007348       .055051    .0579315
  _subpop_21 |   .0641819   .0008905      .0624364    .0659273
  _subpop_22 |   .0476804   .0011887      .0453504    .0500104
  _subpop_23 |   .0322087   .0003252      .0315712    .0328461
  _subpop_24 |   .0836369   .0019066      .0798999     .087374
  _subpop_25 |    .039929   .0004725      .0390028    .0408551
  _subpop_26 |   .0969392   .0007854      .0953997    .0984787
  _subpop_27 |   .0492552   .0009897      .0473153    .0511951
  _subpop_28 |   .0665578   .0009739      .0646489    .0684666
  _subpop_29 |   .0220755   .0006754      .0207518    .0233993
-------------+------------------------------------------------
y3           |
   _subpop_1 |   .1633635   .0013715      .1606754    .1660516
   _subpop_2 |   .1321049   .0011042      .1299406    .1342692
   _subpop_3 |   .1186718   .0010284       .116656    .1206876
   _subpop_4 |   .1118386   .0018912      .1081318    .1155454
   _subpop_5 |   .1332208   .0013914      .1304936    .1359479
   _subpop_6 |   .1543336   .0014522      .1514871      .15718
   _subpop_7 |   .1599532   .0022283      .1555857    .1643207
   _subpop_8 |   .1105798   .0014013      .1078332    .1133265
   _subpop_9 |    .093178   .0007696      .0916696    .0946864
  _subpop_10 |    .140633   .0037408      .1333008    .1479652
  _subpop_11 |   .0893666   .0009233      .0875569    .0911763
  _subpop_12 |    .071042   .0010454      .0689929    .0730911
  _subpop_13 |   .0991034   .0016934      .0957843    .1024226
  _subpop_14 |   .1734122   .0061483      .1613611    .1854633
  _subpop_15 |   .0705221   .0012357      .0681002    .0729441
  _subpop_16 |   .1129009   .0009156      .1111063    .1146955
  _subpop_17 |   .0945475   .0011503      .0922928    .0968022
  _subpop_18 |   .1114623   .0019763      .1075887    .1153359
  _subpop_19 |   .1516219   .0007146      .1502212    .1530225
  _subpop_20 |   .0960811   .0009768      .0941666    .0979956
  _subpop_21 |   .1519025   .0012587      .1494353    .1543697
  _subpop_22 |   .0757651   .0016225      .0725849    .0789453
  _subpop_23 |   .0583048   .0010178      .0563099    .0602996
  _subpop_24 |   .0704731    .002411      .0657475    .0751988
  _subpop_25 |   .0733324   .0004658      .0724194    .0742454
  _subpop_26 |   .1572166   .0010718      .1551157    .1593174
  _subpop_27 |   .0908808   .0007774       .089357    .0924045
  _subpop_28 |   .1108765   .0010581      .1088025    .1129505
  _subpop_29 |   .0469409   .0010255      .0449309     .048951
-------------+------------------------------------------------
y4           |
   _subpop_1 |   .0958159   .0010469      .0937639    .0978678
   _subpop_2 |   .0881734   .0008774      .0864537    .0898931
   _subpop_3 |   .1409583   .0006978      .1395905    .1423261
   _subpop_4 |   .1078388   .0008371       .106198    .1094796
   _subpop_5 |   .1350843   .0008622      .1333943    .1367744
   _subpop_6 |    .087868   .0038524      .0803171     .095419
   _subpop_7 |   .1249237   .0011092      .1227497    .1270977
   _subpop_8 |   .1190889   .0007655      .1175884    .1205894
   _subpop_9 |   .1016944   .0015577      .0986412    .1047476
  _subpop_10 |   .1036189   .0037491      .0962704    .1109674
  _subpop_11 |   .0936085   .0005554      .0925198    .0946971
  _subpop_12 |   .0659452   .0007318      .0645108    .0673795
  _subpop_13 |   .1158598   .0007739      .1143429    .1173766
  _subpop_14 |   .0851348   .0079189      .0696133    .1006562
  _subpop_15 |    .091667    .001072      .0895659    .0937682
  _subpop_16 |   .1118194   .0009843        .10989    .1137487
  _subpop_17 |   .1294121   .0008737      .1276997    .1311245
  _subpop_18 |   .0609113   .0016803      .0576179    .0642048
  _subpop_19 |   .1384073   .0009416      .1365617    .1402529
  _subpop_20 |   .0718176   .0007584      .0703311    .0733041
  _subpop_21 |   .1178485   .0010259      .1158376    .1198593
  _subpop_22 |   .0790217   .0010741      .0769164    .0811271
  _subpop_23 |   .0748322   .0003073      .0742298    .0754346
  _subpop_24 |   .0944204   .0011079      .0922488     .096592
  _subpop_25 |   .0742302   .0010968      .0720805    .0763799
  _subpop_26 |   .1228294   .0005683      .1217156    .1239432
  _subpop_27 |   .0904019   .0007149      .0890006    .0918032
  _subpop_28 |   .1109359   .0015556      .1078868    .1139849
  _subpop_29 |   .1070242   .0017827        .10353    .1105185
-------------+------------------------------------------------
y5           |
   _subpop_1 |   .2323871   .0013186      .2298026    .2349716
   _subpop_2 |   .2204393   .0016227      .2172588    .2236198
   _subpop_3 |    .183611   .0020116      .1796682    .1875538
   _subpop_4 |   .2416744   .0012131      .2392966    .2440521
   _subpop_5 |   .1482268   .0009167      .1464301    .1500235
   _subpop_6 |   .2015356   .0024114      .1968091    .2062621
   _subpop_7 |   .1957734   .0012002      .1934209    .1981259
   _subpop_8 |   .1898497    .001411      .1870841    .1926154
   _subpop_9 |   .2220223    .001349      .2193781    .2246665
  _subpop_10 |   .1430796    .002701      .1377856    .1483737
  _subpop_11 |   .1665437     .00101      .1645639    .1685234
  _subpop_12 |   .1979733    .001752      .1945393    .2014073
  _subpop_13 |    .205234    .001794      .2017176    .2087504
  _subpop_14 |   .2773972    .003212      .2711015    .2836928
  _subpop_15 |   .1823898   .0008992      .1806273    .1841523
  _subpop_16 |    .199662    .001013      .1976765    .2016474
  _subpop_17 |   .1871796   .0014241      .1843883    .1899708
  _subpop_18 |   .1889843   .0024406      .1842007     .193768
  _subpop_19 |   .2700144   .0013418      .2673843    .2726445
  _subpop_20 |   .1898482   .0009452      .1879956    .1917008
  _subpop_21 |     .20443   .0012172      .2020442    .2068158
  _subpop_22 |   .1454792   .0012313      .1430658    .1478927
  _subpop_23 |   .2397228   .0019856      .2358309    .2436148
  _subpop_24 |   .1651824   .0038376      .1576604    .1727043
  _subpop_25 |   .1758893   .0014754      .1729975    .1787812
  _subpop_26 |   .2530378   .0015803      .2499403    .2561353
  _subpop_27 |   .1767867   .0011444      .1745437    .1790297
  _subpop_28 |   .1829963   .0006257      .1817699    .1842226
  _subpop_29 |    .158289   .0011078      .1561177    .1604603
-------------+------------------------------------------------
y6           |
   _subpop_1 |   .0606976   .0007337      .0592596    .0621356
   _subpop_2 |   .0835022   .0006375      .0822526    .0847518
   _subpop_3 |   .1429363   .0012926      .1404028    .1454699
   _subpop_4 |   .0916488   .0006392      .0903959    .0929017
   _subpop_5 |   .1535816   .0008754      .1518657    .1552974
   _subpop_6 |   .0580269   .0010958       .055879    .0601749
   _subpop_7 |   .0730544   .0012575      .0705895    .0755192
   _subpop_8 |   .1369356   .0008579      .1352542     .138617
   _subpop_9 |   .0881674   .0004145      .0873549    .0889798
  _subpop_10 |   .0616655   .0017604       .058215     .065116
  _subpop_11 |   .0984195   .0007639      .0969223    .0999168
  _subpop_12 |   .1007485   .0013654      .0980721    .1034248
  _subpop_13 |   .1474824   .0008067      .1459012    .1490636
  _subpop_14 |   .0699509   .0024907       .065069    .0748328
  _subpop_15 |   .1082755   .0004742       .107346    .1092051
  _subpop_16 |   .0967426   .0009213      .0949367    .0985484
  _subpop_17 |   .1315889     .00101      .1296093    .1335685
  _subpop_18 |   .0519052   .0007185      .0504969    .0533135
  _subpop_19 |   .0847497   .0007335      .0833119    .0861874
  _subpop_20 |    .072234   .0008931      .0704834    .0739846
  _subpop_21 |   .0829737   .0014575      .0801169    .0858304
  _subpop_22 |   .0581387    .000388      .0573782    .0588992
  _subpop_23 |   .0750625   .0005751      .0739353    .0761896
  _subpop_24 |   .1034332    .006849      .0900088    .1168576
  _subpop_25 |    .063574   .0012232      .0611764    .0659716
  _subpop_26 |   .0589519   .0007735      .0574359     .060468
  _subpop_27 |   .0871604    .001128      .0849494    .0893714
  _subpop_28 |    .107004   .0010366      .1049721    .1090359
  _subpop_29 |    .124243   .0009383       .122404    .1260821
-------------+------------------------------------------------
y7           |
   _subpop_1 |   .0787541   .0008235      .0771399    .0803683
   _subpop_2 |   .1105404   .0012809      .1080298    .1130509
   _subpop_3 |   .1110874   .0011273      .1088777     .113297
   _subpop_4 |   .0970895   .0013095      .0945227    .0996562
   _subpop_5 |   .0906662   .0011098      .0884908    .0928416
   _subpop_6 |   .0346906   .0013072      .0321284    .0372527
   _subpop_7 |   .0733342   .0007239      .0719152    .0747531
   _subpop_8 |   .0855584   .0014874      .0826429    .0884739
   _subpop_9 |   .0868876    .000728      .0854606    .0883146
  _subpop_10 |   .1110545   .0027725      .1056202    .1164888
  _subpop_11 |   .1119861   .0006209       .110769    .1132031
  _subpop_12 |   .0929865   .0013452      .0903499    .0956232
  _subpop_13 |    .148323   .0011978      .1459752    .1506708
  _subpop_14 |   .0524564   .0024919      .0475722    .0573407
  _subpop_15 |   .1420673    .001784      .1385706    .1455639
  _subpop_16 |   .0987754   .0007644      .0972773    .1002736
  _subpop_17 |   .1295783   .0019035      .1258472    .1333093
  _subpop_18 |   .0612736    .002129      .0571006    .0654465
  _subpop_19 |   .0620482   .0013633      .0593761    .0647203
  _subpop_20 |   .0759483   .0010794      .0738326     .078064
  _subpop_21 |   .0658357   .0005741      .0647104     .066961
  _subpop_22 |   .0634668   .0008639      .0617736    .0651601
  _subpop_23 |   .0629306   .0014911       .060008    .0658531
  _subpop_24 |   .0992571   .0023682      .0946153    .1038989
  _subpop_25 |   .0873103   .0003891      .0865476     .088073
  _subpop_26 |   .0507416   .0010098      .0487623    .0527209
  _subpop_27 |   .1064901   .0009877      .1045542     .108426
  _subpop_28 |   .0974771   .0015438      .0944511    .1005031
  _subpop_29 |   .1377096   .0008829       .135979    .1394402
-------------+------------------------------------------------
y8           |
   _subpop_1 |   .0587892   .0006191      .0575758    .0600026
   _subpop_2 |   .0687232    .000758      .0672374     .070209
   _subpop_3 |   .0814654   .0008025      .0798925    .0830383
   _subpop_4 |   .0877023   .0015497      .0846649    .0907397
   _subpop_5 |   .0512316   .0010139      .0492444    .0532188
   _subpop_6 |   .0623942   .0046596      .0532611    .0715273
   _subpop_7 |   .0852745   .0009538       .083405    .0871439
   _subpop_8 |   .0771502   .0007312      .0757171    .0785834
   _subpop_9 |   .0860669   .0006345      .0848233    .0873106
  _subpop_10 |   .0671392   .0032009      .0608653     .073413
  _subpop_11 |   .1164631   .0014134      .1136927    .1192334
  _subpop_12 |    .090912   .0014027      .0881628    .0936613
  _subpop_13 |   .0973932    .002093      .0932908    .1014957
  _subpop_14 |   .0486001   .0020645      .0445535    .0526467
  _subpop_15 |   .1622421   .0012226      .1598456    .1646386
  _subpop_16 |   .1258972    .000845       .124241    .1275533
  _subpop_17 |   .1167925   .0017975      .1132694    .1203156
  _subpop_18 |   .0618486   .0018634      .0581962     .065501
  _subpop_19 |   .0300683   .0010234      .0280623    .0320742
  _subpop_20 |   .0890434   .0014542       .086193    .0918938
  _subpop_21 |   .0663634   .0007721      .0648502    .0678767
  _subpop_22 |   .0919877    .001091      .0898493    .0941261
  _subpop_23 |   .0952295    .000679      .0938985    .0965605
  _subpop_24 |   .0815839   .0020856      .0774959    .0856718
  _subpop_25 |   .1231918   .0011922      .1208549    .1255287
  _subpop_26 |   .0237637   .0005721      .0226423     .024885
  _subpop_27 |   .0792401   .0010702      .0771425    .0813377
  _subpop_28 |   .0837662   .0013751      .0810709    .0864615
  _subpop_29 |   .1268462   .0005456      .1257769    .1279155
-------------+------------------------------------------------
y9           |
   _subpop_1 |   .0136687   .0005173      .0126547    .0146827
   _subpop_2 |   .0143667   .0013017      .0118153    .0169181
   _subpop_3 |   .0141549   .0020731      .0100915    .0182183
   _subpop_4 |   .0373544   .0017774      .0338707    .0408382
   _subpop_5 |   .0203745   .0009122      .0185866    .0221625
   _subpop_6 |  -.0206226   .0097804     -.0397927   -.0014526
   _subpop_7 |   .0220119   .0006481      .0207415    .0232823
   _subpop_8 |   .0485209   .0006716      .0472045    .0498373
   _subpop_9 |   .0210121    .001227      .0186071    .0234171
  _subpop_10 |   .0117675   .0069056     -.0017679     .025303
  _subpop_11 |   .0533065   .0012785      .0508006    .0558124
  _subpop_12 |   .0561819   .0011941      .0538413    .0585225
  _subpop_13 |   .0486424   .0012453      .0462014    .0510833
  _subpop_14 |   .0312503   .0012108      .0288771    .0336234
  _subpop_15 |    .073498   .0005536      .0724129    .0745831
  _subpop_16 |   .0424731   .0009133      .0406829    .0442633
  _subpop_17 |   .0215881   .0004421      .0207216    .0224545
  _subpop_18 |   .0649316   .0039068       .057274    .0725892
  _subpop_19 |   .0063708   .0016788      .0030802    .0096613
  _subpop_20 |   .0542197   .0005774       .053088    .0553515
  _subpop_21 |   .0133835   .0009304      .0115599     .015207
  _subpop_22 |   .0736653   .0010018      .0717017    .0756288
  _subpop_23 |    .048109   .0005196      .0470907    .0491274
  _subpop_24 |   .0127766   .0068546     -.0006588    .0262119
  _subpop_25 |   .0498648    .000429      .0490238    .0507057
  _subpop_26 |   .0114852   .0005949      .0103192    .0126512
  _subpop_27 |   .0475134   .0010991      .0453591    .0496676
  _subpop_28 |   .0493154   .0011573       .047047    .0515839
  _subpop_29 |   .0987457   .0006986      .0973764    .1001149
-------------+------------------------------------------------
y10          |
   _subpop_1 |    .109198   .0018603      .1055516    .1128443
   _subpop_2 |   .0517829   .0017677      .0483181    .0552476
   _subpop_3 |    .067152   .0013177      .0645691    .0697348
   _subpop_4 |   .1114661   .0025101      .1065462     .116386
   _subpop_5 |   .0428995   .0011534      .0406387    .0451602
   _subpop_6 |   .1488523   .0116041      .1261077    .1715969
   _subpop_7 |    .084277   .0012555      .0818162    .0867378
   _subpop_8 |   .0679561   .0012186      .0655677    .0703446
   _subpop_9 |   .1904596   .0027318      .1851051    .1958141
  _subpop_10 |   .2381601   .0070393      .2243628    .2519575
  _subpop_11 |   .1095564   .0024744      .1047064    .1144063
  _subpop_12 |   .1948606    .004716      .1856171    .2041042
  _subpop_13 |   .0582609   .0010796      .0561449     .060377
  _subpop_14 |   .0715616   .0028303       .066014    .0771091
  _subpop_15 |   .0994404   .0008554      .0977639     .101117
  _subpop_16 |    .143033   .0012303      .1406215    .1454445
  _subpop_17 |   .0696412   .0014992      .0667027    .0725796
  _subpop_18 |    .143948    .005184      .1337872    .1541088
  _subpop_19 |    .019151   .0015969       .016021     .022281
  _subpop_20 |    .180808   .0029581      .1750099    .1866061
  _subpop_21 |   .0902756   .0027682      .0848499    .0957013
  _subpop_22 |   .3000671   .0035467      .2931153    .3070188
  _subpop_23 |   .2187524   .0032325      .2124165    .2250883
  _subpop_24 |   .1258774   .0060757      .1139687    .1377861
  _subpop_25 |   .2562025   .0038449      .2486663    .2637386
  _subpop_26 |   .0090712   .0001097      .0088561    .0092862
  _subpop_27 |   .1595652   .0038867      .1519469    .1671834
  _subpop_28 |    .089721   .0019167       .085964    .0934779
  _subpop_29 |   .1232257   .0014156       .120451    .1260004
--------------------------------------------------------------

mean y1 y2 y3 y4 y5 y6 y7 y8 y9 y10, over( contact country)


. mean y1 y2 y3 y4 y5 y6 y7 y8 y9 y10, over( contact country)

Mean estimation                     Number of obs    =   25970

         Over: contact country
    _subpop_1: 0 FR - France
    _subpop_2: 0 BE - Belgium
    _subpop_3: 0 NL - The Netherlands
    _subpop_4: 0 DE-W - Germany - West
    _subpop_5: 0 IT - Italy
    _subpop_6: 0 LU - Luxembourg
    _subpop_7: 0 DK - Denmark
    _subpop_8: 0 IE - Ireland
    _subpop_9: 0 GB-GBN - Great Britain
   _subpop_10: 0 GB-NIR Northern Ireland
   _subpop_11: 0 GR - Greece
   _subpop_12: 0 ES -Spain
   _subpop_13: 0 PT - Portugal
   _subpop_14: 0 DE-E Germany East
   _subpop_15: 0 FI - Finland
   _subpop_16: 0 SE - Sweden
   _subpop_17: 0 AT - Austria
   _subpop_18: 0 CY - Cyprus (Republic)
   _subpop_19: 0 CZ - Czech Republic
   _subpop_20: 0 EE - Estonia
   _subpop_21: 0 HU - Hungary
   _subpop_22: 0 LV - Latvia
   _subpop_23: 0 LT - Lithuania
   _subpop_24: 0 MT - Malta
   _subpop_25: 0 PL - Poland
   _subpop_26: 0 SK - Slovakia
   _subpop_27: 0 SI - Slovenia
   _subpop_28: 0 BG - Bulgaria
   _subpop_29: 0 RO - Romania
   _subpop_30: 1 FR - France
   _subpop_31: 1 BE - Belgium
   _subpop_32: 1 NL - The Netherlands
   _subpop_33: 1 DE-W - Germany - West
   _subpop_34: 1 IT - Italy
   _subpop_35: 1 LU - Luxembourg
   _subpop_36: 1 DK - Denmark
   _subpop_37: 1 IE - Ireland
   _subpop_38: 1 GB-GBN - Great Britain
   _subpop_39: 1 GB-NIR Northern Ireland
   _subpop_40: 1 GR - Greece
   _subpop_41: 1 ES -Spain
   _subpop_42: 1 PT - Portugal
   _subpop_43: 1 DE-E Germany East
   _subpop_44: 1 FI - Finland
   _subpop_45: 1 SE - Sweden
   _subpop_46: 1 AT - Austria
   _subpop_47: 1 CY - Cyprus (Republic)
   _subpop_48: 1 CZ - Czech Republic
   _subpop_49: 1 EE - Estonia
   _subpop_50: 1 HU - Hungary
   _subpop_51: 1 LV - Latvia
   _subpop_52: 1 LT - Lithuania
   _subpop_53: 1 MT - Malta
   _subpop_54: 1 PL - Poland
   _subpop_55: 1 SK - Slovakia
   _subpop_56: 1 SI - Slovenia
   _subpop_57: 1 BG - Bulgaria
   _subpop_58: 1 RO - Romania

--------------------------------------------------------------
        Over |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
y1           |
   _subpop_1 |   .1478931   .0015699      .1448161    .1509701
   _subpop_2 |   .1299267   .0029196      .1242042    .1356492
   _subpop_3 |   .0804155   .0014152      .0776416    .0831894
   _subpop_4 |   .0595194   .0016233      .0563377    .0627011
   _subpop_5 |   .1363662   .0023538      .1317527    .1409797
   _subpop_6 |    .182622   .0026772      .1773745    .1878696
   _subpop_7 |   .1008613   .0009248      .0990486    .1026739
   _subpop_8 |   .1035722   .0016664       .100306    .1068383
   _subpop_9 |   .0811164   .0018279      .0775336    .0846993
  _subpop_10 |   .2345597    .019212      .1969031    .2722163
  _subpop_11 |   .0862985   .0011834       .083979     .088618
  _subpop_12 |   .1071309   .0014219      .1043439    .1099178
  _subpop_13 |   .0315079   .0009545      .0296371    .0333787
  _subpop_14 |   .1473073   .0052598      .1369978    .1576169
  _subpop_15 |   .0309395   .0010404      .0289002    .0329787
  _subpop_16 |   .0382792   .0012019      .0359234     .040635
  _subpop_17 |   .0747893   .0030868       .068739    .0808396
  _subpop_18 |   .2141845   .0050222      .2043407    .2240283
  _subpop_19 |   .1919926   .0024029      .1872828    .1967023
  _subpop_20 |   .1178536   .0016294      .1146599    .1210473
  _subpop_21 |   .1645817   .0036715      .1573854     .171778
  _subpop_22 |   .0833998   .0016431      .0801791    .0866204
  _subpop_23 |   .0994999   .0024773      .0946443    .1043555
  _subpop_24 |   .1649137   .0023634      .1602813    .1695461
  _subpop_25 |   .0579756   .0004285      .0571358    .0588154
  _subpop_26 |   .2709081   .0026967      .2656224    .2761938
  _subpop_27 |   .1254679   .0031052      .1193815    .1315542
  _subpop_28 |   .1464881   .0030051       .140598    .1523782
  _subpop_29 |   .0698855   .0007787      .0683593    .0714117
  _subpop_30 |   .0883073   .0022995      .0838002    .0928144
  _subpop_31 |   .0746025   .0059128      .0630131    .0861918
  _subpop_32 |   .0590475   .0043201      .0505799    .0675151
  _subpop_33 |   .0806635    .009961      .0611395    .1001876
  _subpop_34 |   .1072996   .0066479      .0942694    .1203299
  _subpop_35 |   .2849349   .0126692      .2601025    .3097673
  _subpop_36 |   .0901746    .003942       .082448    .0979012
  _subpop_37 |    .043022   .0031996      .0367505    .0492934
  _subpop_38 |   .0278644   .0017248      .0244837    .0312451
  _subpop_39 |   .2602329   .0478566      .1664313    .3540345
  _subpop_40 |   .0332637   .0014185      .0304833    .0360441
  _subpop_41 |   .0664759   .0009763      .0645623    .0683894
  _subpop_42 |   .0176961   .0008747      .0159816    .0194106
  _subpop_43 |   .9999985   3.45e-07      .9999978    .9999992
  _subpop_44 |   .0257318   .0014177      .0229531    .0285105
  _subpop_45 |   .0061191   .0004872      .0051643     .007074
  _subpop_46 |   1.82e-08   4.88e-09      8.65e-09    2.78e-08
  _subpop_47 |   .0974526   .0109246      .0760399    .1188653
  _subpop_48 |   .1043556   .0029445      .0985843     .110127
  _subpop_49 |   .0762577   .0030982      .0701851    .0823303
  _subpop_50 |   .1172001   .0037177      .1099132     .124487
  _subpop_51 |    .024065   .0007282      .0226376    .0254924
  _subpop_52 |   .0708636   .0046085      .0618306    .0798966
  _subpop_53 |   .0881134   .0067656      .0748524    .1013743
  _subpop_54 |    .037644   .0009336      .0358141    .0394738
  _subpop_55 |   .1524071   .0019357       .148613    .1562012
  _subpop_56 |   .0502057   .0025191      .0452682    .0551432
  _subpop_57 |   .0584243   .0012523      .0559696     .060879
  _subpop_58 |    .040744   .0004406      .0398805    .0416075
-------------+------------------------------------------------
y2           |
   _subpop_1 |   .0516969   .0007389      .0502486    .0531452
   _subpop_2 |   .1089844   .0015486      .1059492    .1120197
   _subpop_3 |   .0621316   .0009944      .0601826    .0640806
   _subpop_4 |   .0571854   .0011767      .0548791    .0594918
   _subpop_5 |   .0922469   .0011658      .0899619     .094532
   _subpop_6 |   .0850586   .0019706      .0811961    .0889211
   _subpop_7 |   .0805957   .0011061      .0784277    .0827637
   _subpop_8 |   .0675481   .0004791      .0666091    .0684872
   _subpop_9 |   .0357664   .0005219      .0347434    .0367894
  _subpop_10 |  -.1060393   .0195389     -.1443366   -.0677421
  _subpop_11 |   .0818819   .0005612       .080782    .0829819
  _subpop_12 |   .0563011   .0015634      .0532368    .0593653
  _subpop_13 |   .0687733     .00109      .0666369    .0709097
  _subpop_14 |   .0478853   .0010381      .0458506      .04992
  _subpop_15 |   .0446641   .0009062      .0428879    .0464403
  _subpop_16 |   .0335674    .000952      .0317014    .0354334
  _subpop_17 |   .0511619   .0011818      .0488455    .0534783
  _subpop_18 |    .052132   .0023816      .0474639    .0568001
  _subpop_19 |   .0818648   .0009748      .0799541    .0837755
  _subpop_20 |   .0580626   .0007744      .0565448    .0595804
  _subpop_21 |   .0782965   .0010989      .0761427    .0804503
  _subpop_22 |   .0497188    .001573      .0466356     .052802
  _subpop_23 |   .0340496   .0003379      .0333873     .034712
  _subpop_24 |   .0843419   .0019304      .0805582    .0881256
  _subpop_25 |   .0392209   .0004903      .0382598    .0401819
  _subpop_26 |   .1016372   .0011449      .0993932    .1038812
  _subpop_27 |   .0536544   .0011033      .0514919    .0558168
  _subpop_28 |   .0859714   .0013056      .0834123    .0885305
  _subpop_29 |   .0191406   .0011202       .016945    .0213362
  _subpop_30 |   .0286024   .0011419      .0263643    .0308405
  _subpop_31 |   .0467418   .0031044      .0406569    .0528266
  _subpop_32 |    .046234   .0034675      .0394376    .0530305
  _subpop_33 |  -.0161185   .0048439     -.0256128   -.0066243
  _subpop_34 |   .0657462   .0035407      .0588063    .0726862
  _subpop_35 |   .0559622   .0067755      .0426819    .0692424
  _subpop_36 |   .0900782   .0057807      .0787478    .1014087
  _subpop_37 |   .0520868   .0013264      .0494869    .0546867
  _subpop_38 |   .0434371   .0017285      .0400491    .0468251
  _subpop_39 |  -.1798831   .0482122     -.2743817   -.0853844
  _subpop_40 |   .0723223   .0019606      .0684795    .0761652
  _subpop_41 |    .027202   .0009775      .0252859     .029118
  _subpop_42 |    .017744   .0006176      .0165334    .0189545
  _subpop_43 |  -.9999972   3.07e-07     -.9999978   -.9999966
  _subpop_44 |   .0260729   .0009027      .0243035    .0278422
  _subpop_45 |   .0406505   .0008451      .0389941    .0423069
  _subpop_46 |   .0272153   .0037899      .0197869    .0346436
  _subpop_47 |   .0391519   .0062809       .026841    .0514628
  _subpop_48 |   .0056219   .0005604      .0045236    .0067203
  _subpop_49 |   .0430198   .0018644      .0393654    .0466741
  _subpop_50 |   .0475856   .0009829      .0456591     .049512
  _subpop_51 |   .0432413   .0015665      .0401709    .0463117
  _subpop_52 |   .0227179   .0005529      .0216341    .0238017
  _subpop_53 |   .0495177   .0050371      .0396447    .0593908
  _subpop_54 |   .0488196   .0014029      .0460699    .0515693
  _subpop_55 |   .0915049   .0009984      .0895481    .0934617
  _subpop_56 |   .0277096   .0012317      .0252955    .0301238
  _subpop_57 |   .0480958   .0008356      .0464579    .0497337
  _subpop_58 |   .0248481   .0007593      .0233597    .0263364
-------------+------------------------------------------------
y3           |
   _subpop_1 |   .1732205   .0012945      .1706832    .1757578
   _subpop_2 |    .135584   .0010923      .1334431     .137725
   _subpop_3 |   .1211255    .001025      .1191163    .1231346
   _subpop_4 |   .1107259   .0019058      .1069905    .1144613
   _subpop_5 |   .1428514   .0008191      .1412459    .1444569
   _subpop_6 |   .1518583   .0014572      .1490022    .1547144
   _subpop_7 |   .1643273   .0022269      .1599625    .1686921
   _subpop_8 |    .114291   .0014251      .1114978    .1170843
   _subpop_9 |   .0932284   .0008096      .0916415    .0948153
  _subpop_10 |   .1484502   .0039223      .1407622    .1561381
  _subpop_11 |    .096283   .0007842      .0947459    .0978201
  _subpop_12 |   .0852845   .0015086      .0823275    .0882414
  _subpop_13 |   .1136735    .002084      .1095888    .1177582
  _subpop_14 |   .1518779   .0017678      .1484128     .155343
  _subpop_15 |   .0766573   .0014438      .0738272    .0794873
  _subpop_16 |   .1197146   .0007971      .1181524    .1212769
  _subpop_17 |   .0975754   .0011379      .0953451    .0998056
  _subpop_18 |   .1108553   .0019994      .1069363    .1147743
  _subpop_19 |   .1583235   .0005266      .1572914    .1593556
  _subpop_20 |   .0991793   .0009981      .0972229    .1011356
  _subpop_21 |   .1753161   .0012384      .1728888    .1777434
  _subpop_22 |   .0940608   .0018971      .0903424    .0977792
  _subpop_23 |   .0580275   .0011453      .0557827    .0602724
  _subpop_24 |   .0747728   .0020328      .0707883    .0787573
  _subpop_25 |   .0720648   .0004602      .0711628    .0729667
  _subpop_26 |   .1507257   .0014516      .1478806    .1535709
  _subpop_27 |   .0907635   .0007901      .0892148    .0923123
  _subpop_28 |   .1309959   .0011828      .1286775    .1333144
  _subpop_29 |   .0713305   .0012085      .0689619    .0736992
  _subpop_30 |   .1067673   .0023132      .1022332    .1113013
  _subpop_31 |   .0877112   .0028913      .0820442    .0933782
  _subpop_32 |   .0857422   .0037421      .0784075    .0930768
  _subpop_33 |   .1282188   .0096786      .1092482    .1471893
  _subpop_34 |   .0055788   .0037256     -.0017236    .0128812
  _subpop_35 |   .1864398   .0047286      .1771714    .1957082
  _subpop_36 |   .0751489   .0068061      .0618086    .0884893
  _subpop_37 |   .0725619   .0041076      .0645107    .0806131
  _subpop_38 |    .092868   .0023503      .0882613    .0974748
  _subpop_39 |   .0816695   .0058599      .0701837    .0931553
  _subpop_40 |   .0380211    .001111      .0358434    .0401987
  _subpop_41 |   .0561351   .0010983      .0539825    .0582877
  _subpop_42 |   .0677685   .0019443      .0639576    .0715794
  _subpop_43 |   .9999983   3.24e-07      .9999977    .9999989
  _subpop_44 |   .0510681   .0018679      .0474069    .0547293
  _subpop_45 |    .065473    .001444      .0626427    .0683033
  _subpop_46 |   .0499655   .0031647      .0437625    .0561685
  _subpop_47 |   .1176538   .0086406      .1007177    .1345898
  _subpop_48 |    .128059   .0019341      .1242681    .1318499
  _subpop_49 |   .0695213   .0025738      .0644764    .0745661
  _subpop_50 |   .1243722   .0015164         .1214    .1273444
  _subpop_51 |   .0359211   .0014717      .0330364    .0388057
  _subpop_52 |   .0597339   .0020974      .0556229    .0638448
  _subpop_53 |  -.1376309   .0091865      -.155637   -.1196248
  _subpop_54 |   .0892485   .0016502      .0860141    .0924829
  _subpop_55 |   .1647248   .0015157      .1617539    .1676957
  _subpop_56 |   .0914549   .0024649      .0866237    .0962862
  _subpop_57 |   .0917433    .001235      .0893227    .0941639
  _subpop_58 |   .0239011   .0007671      .0223976    .0254047
-------------+------------------------------------------------
y4           |
   _subpop_1 |   .0943128   .0011445      .0920696    .0965561
   _subpop_2 |   .0899605   .0008971      .0882022    .0917189
   _subpop_3 |   .1385828   .0006758      .1372582    .1399075
   _subpop_4 |   .1069919   .0008507      .1053245    .1086593
   _subpop_5 |   .1397132   .0006933      .1383543    .1410721
   _subpop_6 |    .082907   .0038471      .0753665    .0904475
   _subpop_7 |   .1236452   .0011302        .12143    .1258604
   _subpop_8 |   .1216514   .0007722      .1201379     .123165
   _subpop_9 |   .1067437   .0016347      .1035396    .1099478
  _subpop_10 |   .1046216   .0039925       .096796    .1124472
  _subpop_11 |   .0965049   .0005335      .0954591    .0975506
  _subpop_12 |   .0763664    .000961      .0744828      .07825
  _subpop_13 |   .1269199   .0006244      .1256961    .1281437
  _subpop_14 |   .1134048   .0016784       .110115    .1166946
  _subpop_15 |   .0888779   .0012605      .0864072    .0913486
  _subpop_16 |   .1035961    .000725       .102175    .1050172
  _subpop_17 |   .1335294   .0007394      .1320802    .1349786
  _subpop_18 |   .0628091   .0017501      .0593789    .0662393
  _subpop_19 |    .142745   .0010215      .1407429    .1447472
  _subpop_20 |   .0732571   .0007896      .0717096    .0748047
  _subpop_21 |   .1199152   .0011105      .1177386    .1220918
  _subpop_22 |   .0839926   .0012865      .0814711    .0865142
  _subpop_23 |   .0741009   .0003288      .0734565    .0747453
  _subpop_24 |   .0915326   .0006216      .0903143    .0927508
  _subpop_25 |    .080026   .0009325      .0781983    .0818538
  _subpop_26 |   .1197121   .0006098      .1185169    .1209072
  _subpop_27 |   .0929781    .000776       .091457    .0944992
  _subpop_28 |   .1518396   .0014817      .1489354    .1547439
  _subpop_29 |   .1414248   .0024998      .1365251    .1463244
  _subpop_30 |    .104446   .0024686      .0996073    .1092846
  _subpop_31 |   .0653693   .0027089      .0600597     .070679
  _subpop_32 |   .1728377   .0017922      .1693249    .1763505
  _subpop_33 |   .1203064   .0037237      .1130077    .1276052
  _subpop_34 |   .0737346   .0024961       .068842    .0786271
  _subpop_35 |   .1522159   .0168368      .1192148     .185217
  _subpop_36 |    .149711   .0042925      .1412975    .1581245
  _subpop_37 |   .0928377   .0016581      .0895878    .0960876
  _subpop_38 |   .0706189   .0038511      .0630705    .0781672
  _subpop_39 |   .0960552   .0109769        .07454    .1175704
  _subpop_40 |   .0721061    .001329      .0695013     .074711
  _subpop_41 |   .0550377   .0008722      .0533281    .0567473
  _subpop_42 |   .0920734   .0012194      .0896834    .0944634
  _subpop_43 |  -.9999996   6.04e-08     -.9999997   -.9999995
  _subpop_44 |    .100511   .0018953      .0967962    .1042259
  _subpop_45 |   .1690585   .0025394      .1640811    .1740358
  _subpop_46 |   .0687882   .0015821      .0656871    .0718892
  _subpop_47 |   .0415538   .0051931      .0313751    .0517325
  _subpop_48 |    .123156   .0019582      .1193177    .1269942
  _subpop_49 |   .0594766   .0022998       .054969    .0639843
  _subpop_50 |   .1154183   .0018053      .1118798    .1189569
  _subpop_51 |   .0681962   .0018081      .0646522    .0717402
  _subpop_52 |   .0786024   .0007773      .0770789    .0801258
  _subpop_53 |   .2341919   .0101289      .2143387    .2540451
  _subpop_54 |   .0014599   .0021283     -.0027116    .0056314
  _subpop_55 |   .1264354    .000976      .1245225    .1283484
  _subpop_56 |   .0777846   .0014799      .0748839    .0806853
  _subpop_57 |   .0720372   .0010658      .0699481    .0741262
  _subpop_58 |   .0745276   .0015157      .0715567    .0774984
-------------+------------------------------------------------
y5           |
   _subpop_1 |   .2375388   .0013556      .2348818    .2401958
   _subpop_2 |   .2218441   .0017182      .2184762    .2252119
   _subpop_3 |   .1894317   .0019874      .1855363    .1933272
   _subpop_4 |   .2492077   .0008143      .2476118    .2508037
   _subpop_5 |   .1425983   .0006176      .1413877    .1438089
   _subpop_6 |   .2014596   .0025257       .196509    .2064102
   _subpop_7 |   .2025765   .0007577      .2010915    .2040616
   _subpop_8 |   .1966991   .0012816      .1941871    .1992112
   _subpop_9 |    .229555   .0012748      .2270563    .2320536
  _subpop_10 |   .1442515    .002915      .1385379     .149965
  _subpop_11 |   .1735847   .0008228       .171972    .1751974
  _subpop_12 |   .2170015   .0020001      .2130812    .2209218
  _subpop_13 |   .2213437   .0018408      .2177357    .2249518
  _subpop_14 |   .2811527   .0030904      .2750954      .28721
  _subpop_15 |   .1700048   .0005472      .1689323    .1710773
  _subpop_16 |   .1974801   .0010583      .1954058    .1995544
  _subpop_17 |   .1841618   .0013542      .1815074    .1868161
  _subpop_18 |   .1909827   .0024529      .1861749    .1957905
  _subpop_19 |   .2611503   .0013492      .2585058    .2637948
  _subpop_20 |   .1817485    .000518      .1807332    .1827638
  _subpop_21 |   .2147636   .0017653      .2113035    .2182237
  _subpop_22 |   .1580035   .0013779      .1553028    .1607042
  _subpop_23 |   .2582546   .0015976      .2551232    .2613859
  _subpop_24 |   .1649769   .0038852      .1573617    .1725921
  _subpop_25 |   .1787711   .0015066      .1758181    .1817241
  _subpop_26 |   .2119794    .000923      .2101702    .2137886
  _subpop_27 |   .1877126   .0008765      .1859947    .1894305
  _subpop_28 |   .1789703   .0010362      .1769393    .1810014
  _subpop_29 |   .1540557   .0018096      .1505087    .1576026
  _subpop_30 |   .2028076   .0034219      .1961005    .2095147
  _subpop_31 |   .2025148    .003662      .1953372    .2096924
  _subpop_32 |   .1054956   .0059549      .0938237    .1171674
  _subpop_33 |   .1307737   .0021395      .1265801    .1349673
  _subpop_34 |   .2228251   .0038073      .2153627    .2302875
  _subpop_35 |   .2025206    .007974      .1868911    .2181502
  _subpop_36 |    .063876   .0030738      .0578512    .0699007
  _subpop_37 |   .1196832   .0040785      .1116892    .1276772
  _subpop_38 |    .175663   .0036473      .1685141     .182812
  _subpop_39 |   .1342404   .0069177      .1206813    .1477995
  _subpop_40 |   .1142731   .0029752      .1084416    .1201046
  _subpop_41 |   .1780574    .002629      .1729044    .1832103
  _subpop_42 |   .1705878   .0032658      .1641866     .176989
  _subpop_43 |   .1332429   .0176788      .0985914    .1678944
  _subpop_44 |   .2216618   .0015449      .2186337    .2246899
  _subpop_45 |   .2148491   .0029583      .2090507    .2206475
  _subpop_46 |   .2316137   .0082798      .2153849    .2478425
  _subpop_47 |   .1686009   .0106511      .1477241    .1894777
  _subpop_48 |   .3011804   .0029242      .2954488    .3069119
  _subpop_49 |   .2592857   .0031477       .253116    .2654555
  _subpop_50 |   .1922795   .0014529      .1894317    .1951273
  _subpop_51 |   .1182041   .0016932      .1148853     .121523
  _subpop_52 |   .1441866   .0037258      .1368838    .1514895
  _subpop_53 |   .1751279    .025153      .1258266    .2244292
  _subpop_54 |   .1397071   .0047795      .1303391    .1490751
  _subpop_55 |   .3005314   .0010888      .2983974    .3026655
  _subpop_56 |   .1232759   .0025231      .1183305    .1282214
  _subpop_57 |   .1868249   .0006792      .1854935    .1881562
  _subpop_58 |    .162288   .0012885      .1597625    .1648136
-------------+------------------------------------------------
y6           |
   _subpop_1 |   .0608702   .0007956      .0593108    .0624296
   _subpop_2 |   .0806653   .0005395      .0796078    .0817228
   _subpop_3 |   .1497427   .0010467      .1476912    .1517942
   _subpop_4 |   .0946035   .0005571      .0935116    .0956955
   _subpop_5 |   .1508072   .0008634      .1491149    .1524995
   _subpop_6 |   .0554503   .0010721       .053349    .0575516
   _subpop_7 |    .070757    .001253      .0683011    .0732129
   _subpop_8 |   .1420787   .0006584      .1407882    .1433691
   _subpop_9 |    .090551   .0003753      .0898154    .0912866
  _subpop_10 |   .0583196   .0017394      .0549104    .0617289
  _subpop_11 |   .1006525   .0007787      .0991261    .1021788
  _subpop_12 |   .1168789   .0014616      .1140141    .1197438
  _subpop_13 |   .1363441   .0005948      .1351783    .1375099
  _subpop_14 |    .062618   .0013141      .0600423    .0651938
  _subpop_15 |   .1060372   .0005234      .1050114     .107063
  _subpop_16 |   .0978112   .0009853        .09588    .0997425
  _subpop_17 |   .1339628   .0009762      .1320493    .1358762
  _subpop_18 |   .0514292   .0007126      .0500324    .0528259
  _subpop_19 |   .0825181   .0008555      .0808412     .084195
  _subpop_20 |   .0769476   .0008062      .0753674    .0785278
  _subpop_21 |   .0867877   .0019933      .0828807    .0906948
  _subpop_22 |   .0626719    .000309      .0620663    .0632774
  _subpop_23 |   .0740657   .0006118      .0728666    .0752647
  _subpop_24 |   .1062758   .0068832      .0927844    .1197672
  _subpop_25 |   .0689926   .0011065      .0668237    .0711615
  _subpop_26 |   .0601876   .0010882      .0580546    .0623206
  _subpop_27 |   .0905157   .0012679      .0880305    .0930009
  _subpop_28 |   .0969434   .0010793      .0948278    .0990589
  _subpop_29 |   .1033359   .0010996      .1011806    .1054913
  _subpop_30 |   .0597067   .0019009      .0559809    .0634325
  _subpop_31 |   .1197007   .0032928      .1132466    .1261547
  _subpop_32 |   .0515932   .0045122      .0427491    .0604374
  _subpop_33 |   .0481516   .0007627      .0466566    .0496465
  _subpop_34 |   .1903525   .0017552      .1869122    .1937929
  _subpop_35 |   .0914476   .0023995      .0867445    .0961508
  _subpop_36 |   .1175949   .0050107      .1077736    .1274162
  _subpop_37 |    .084249    .003496      .0773966    .0911014
  _subpop_38 |   .0734977   .0012765      .0709957    .0759996
  _subpop_39 |   .0869031   .0058567      .0754237    .0983826
  _subpop_40 |    .081843   .0023205      .0772946    .0863913
  _subpop_41 |   .0838655   .0020843      .0797801     .087951
  _subpop_42 |   .1714369   .0014601       .168575    .1742987
  _subpop_43 |   .3514201   .0296492       .293306    .4095341
  _subpop_44 |   .1153731   .0009375      .1135355    .1172107
  _subpop_45 |   .0893043   .0025115      .0843817    .0942269
  _subpop_46 |   .0966352   .0048449       .087139    .1061314
  _subpop_47 |   .0567605   .0034056      .0500853    .0634357
  _subpop_48 |   .0925957   .0012535      .0901388    .0950525
  _subpop_49 |   .0318254   .0027724      .0263913    .0372594
  _subpop_50 |    .078489   .0021193       .074335    .0826429
  _subpop_51 |   .0482665   .0007855      .0467269     .049806
  _subpop_52 |   .0802014   .0015497      .0771639    .0832389
  _subpop_53 |  -.0341481   .0415514      -.115591    .0472949
  _subpop_54 |  -.0044591   .0035546     -.0114262    .0025081
  _subpop_55 |   .0575226    .001092      .0553821    .0596631
  _subpop_56 |   .0707275     .00194       .066925    .0745301
  _subpop_57 |   .1165714   .0016346      .1133676    .1197753
  _subpop_58 |   .1439931   .0008473      .1423323    .1456538
-------------+------------------------------------------------
y7           |
   _subpop_1 |   .0748642   .0008206      .0732557    .0764727
   _subpop_2 |   .1048615   .0011591      .1025897    .1071334
   _subpop_3 |   .1068569   .0010353      .1048277    .1088862
   _subpop_4 |   .0905799   .0010506      .0885206    .0926392
   _subpop_5 |   .0855429    .000957      .0836672    .0874186
   _subpop_6 |   .0353237   .0013994      .0325808    .0380665
   _subpop_7 |   .0728064   .0007318       .071372    .0742408
   _subpop_8 |   .0780925   .0013088      .0755272    .0806577
   _subpop_9 |   .0836827   .0006923      .0823256    .0850397
  _subpop_10 |   .1167048   .0028667      .1110859    .1223236
  _subpop_11 |   .1167525   .0004299      .1159098    .1175952
  _subpop_12 |   .0967892   .0013099      .0942216    .0993567
  _subpop_13 |   .1318799   .0011109      .1297024    .1340573
  _subpop_14 |    .056371   .0022073      .0520445    .0606975
  _subpop_15 |   .1477214   .0020308      .1437409     .151702
  _subpop_16 |   .1025477   .0007508      .1010761    .1040193
  _subpop_17 |   .1299135   .0020076      .1259785    .1338485
  _subpop_18 |   .0684579   .0019781      .0645807    .0723351
  _subpop_19 |   .0494454   .0010621      .0473636    .0515271
  _subpop_20 |   .0854702   .0006501      .0841959    .0867444
  _subpop_21 |   .0631897   .0007984      .0616248    .0647546
  _subpop_22 |   .0608474   .0010577      .0587742    .0629206
  _subpop_23 |    .070968   .0014752      .0680765    .0738595
  _subpop_24 |   .0943084   .0018104      .0907598     .097857
  _subpop_25 |   .0880048   .0003894      .0872416    .0887681
  _subpop_26 |   .0508763   .0014233      .0480865     .053666
  _subpop_27 |   .1015428    .001043      .0994984    .1035872
  _subpop_28 |   .0695315   .0013862      .0668145    .0722485
  _subpop_29 |   .1331346    .001337       .130514    .1357551
  _subpop_30 |   .1010885   .0021848      .0968062    .1053708
  _subpop_31 |   .1830022   .0040674        .17503    .1909744
  _subpop_32 |   .1678616   .0046136      .1588186    .1769046
  _subpop_33 |   .1929191   .0049078      .1832995    .2025387
  _subpop_34 |    .158569   .0039405      .1508454    .1662926
  _subpop_35 |    .026479   .0014194      .0236969    .0292611
  _subpop_36 |    .083567   .0038179      .0760836    .0910503
  _subpop_37 |   .1620404   .0050527      .1521368    .1719441
  _subpop_38 |   .1066118   .0023843      .1019385    .1112851
  _subpop_39 |   .0684349   .0059642      .0567447     .080125
  _subpop_40 |   .0766016    .002271      .0721504    .0810528
  _subpop_41 |   .0890065   .0023759      .0843496    .0936634
  _subpop_42 |   .1836862   .0016325      .1804863    .1868861
  _subpop_43 |  -.0978025   .0268722     -.1504736   -.0451314
  _subpop_44 |   .1241382   .0034844      .1173086    .1309679
  _subpop_45 |    .072518   .0018776      .0688377    .0761982
  _subpop_46 |   .1246424   .0046998      .1154305    .1338542
  _subpop_47 |   -.012007   .0055568     -.0228986   -.0011154
  _subpop_48 |   .1063595   .0035327      .0994353    .1132837
  _subpop_49 |  -.0056808   .0018523     -.0093114   -.0020502
  _subpop_50 |    .068947   .0008008      .0673773    .0705166
  _subpop_51 |   .0691713   .0014444      .0663402    .0720024
  _subpop_52 |   .0214955   .0037056      .0142322    .0287588
  _subpop_53 |    .338773   .0125243      .3142247    .3633213
  _subpop_54 |   .0785906   .0016776      .0753025    .0818788
  _subpop_55 |   .0505858   .0014273      .0477882    .0533835
  _subpop_56 |   .1307198   .0018962      .1270031    .1344365
  _subpop_57 |   .1240529   .0021205      .1198966    .1282092
  _subpop_58 |   .1420315   .0011325      .1398118    .1442511
-------------+------------------------------------------------
y8           |
   _subpop_1 |   .0572943   .0006224      .0560743    .0585142
   _subpop_2 |   .0646679   .0005872      .0635169    .0658188
   _subpop_3 |   .0785544   .0007487      .0770869     .080022
   _subpop_4 |   .0825159   .0013948      .0797819    .0852498
   _subpop_5 |   .0502669   .0010385      .0482313    .0523025
   _subpop_6 |   .0880016   .0017803      .0845121    .0914911
   _subpop_7 |   .0814492   .0007873       .079906    .0829923
   _subpop_8 |   .0743823   .0006973      .0730156    .0757491
   _subpop_9 |   .0843164   .0006608      .0830213    .0856115
  _subpop_10 |   .0588309   .0030742      .0528052    .0648565
  _subpop_11 |    .115729   .0015574      .1126765    .1187816
  _subpop_12 |   .0757645   .0017588      .0723172    .0792119
  _subpop_13 |   .0851135   .0022683      .0806676    .0895594
  _subpop_14 |   .0432724   .0014385      .0404528     .046092
  _subpop_15 |   .1625665     .00143      .1597637    .1653693
  _subpop_16 |   .1271031   .0008948      .1253492     .128857
  _subpop_17 |   .1089775   .0015397      .1059596    .1119955
  _subpop_18 |   .0495979    .000614      .0483945    .0508012
  _subpop_19 |   .0181773   .0004926      .0172117    .0191429
  _subpop_20 |   .0961413    .001397       .093403    .0988796
  _subpop_21 |   .0528318   .0007621      .0513381    .0543255
  _subpop_22 |    .080373   .0011511      .0781168    .0826292
  _subpop_23 |   .0910907   .0006991      .0897203     .092461
  _subpop_24 |   .0773593   .0015503      .0743205     .080398
  _subpop_25 |   .1308486   .0008362      .1292096    .1324876
  _subpop_26 |    .017072   .0005342      .0160249    .0181191
  _subpop_27 |   .0688614   .0008041      .0672854    .0704374
  _subpop_28 |    .062957   .0013438      .0603231     .065591
  _subpop_29 |   .1316416   .0006946      .1302802    .1330031
  _subpop_30 |   .0673725   .0020247      .0634039    .0713411
  _subpop_31 |   .1204688   .0037813      .1130572    .1278805
  _subpop_32 |    .120532   .0030475      .1145587    .1265053
  _subpop_33 |   .1640535   .0084188      .1475522    .1805548
  _subpop_34 |    .064018   .0041239      .0559349     .072101
  _subpop_35 |  -.2697487   .0144235     -.2980196   -.2414777
  _subpop_36 |   .1594383   .0052454      .1491571    .1697196
  _subpop_37 |   .1055052   .0025228      .1005604    .1104501
  _subpop_38 |   .0968404   .0017606      .0933894    .1002913
  _subpop_39 |   .1298074   .0092136      .1117482    .1478666
  _subpop_40 |   .1219125   .0028071      .1164105    .1274145
  _subpop_41 |   .1067662   .0019651      .1029145     .110618
  _subpop_42 |   .1238026   .0040568      .1158511    .1317541
  _subpop_43 |   .2531011   .0166182      .2205285    .2856737
  _subpop_44 |   .1612136   .0023376      .1566318    .1657954
  _subpop_45 |    .117503   .0024208      .1127582    .1222479
  _subpop_46 |   .2318616   .0064421      .2192348    .2444885
  _subpop_47 |   .1868066   .0038597      .1792415    .1943718
  _subpop_48 |   .0718765   .0028509      .0662887    .0774644
  _subpop_49 |   .0281945   .0032071      .0219084    .0344805
  _subpop_50 |   .0822743   .0009951      .0803238    .0842248
  _subpop_51 |   .1172819   .0016665      .1140155    .1205484
  _subpop_52 |   .1165663   .0010526      .1145032    .1186294
  _subpop_53 |   .2860549   .0280453      .2310846    .3410252
  _subpop_54 |   .0270561   .0035219      .0201529    .0339593
  _subpop_55 |   .0315042   .0009461      .0296498    .0333585
  _subpop_56 |   .1300709   .0023654      .1254347    .1347072
  _subpop_57 |   .1035554   .0019982      .0996387     .107472
  _subpop_58 |   .1223162   .0007844      .1207787    .1238537
-------------+------------------------------------------------
y9           |
   _subpop_1 |   .0105752   .0004186      .0097547    .0113958
   _subpop_2 |   .0221326   .0007703      .0206228    .0236424
   _subpop_3 |   .0130009   .0017863      .0094997    .0165022
   _subpop_4 |    .045611   .0014019      .0428632    .0483589
   _subpop_5 |    .018452   .0008475      .0167908    .0201131
   _subpop_6 |   .0340879   .0038405      .0265603    .0416154
   _subpop_7 |   .0203668   .0005866      .0192171    .0215165
   _subpop_8 |   .0448034   .0004474      .0439265    .0456803
   _subpop_9 |   .0152175   .0011328      .0129971    .0174379
  _subpop_10 |   .0349681   .0058086      .0235829    .0463532
  _subpop_11 |   .0406757   .0005952       .039509    .0418424
  _subpop_12 |   .0481766   .0016696      .0449041     .051449
  _subpop_13 |   .0356424   .0010452      .0335938     .037691
  _subpop_14 |   .0286773   .0009192      .0268756    .0304789
  _subpop_15 |   .0734741     .00063      .0722393     .074709
  _subpop_16 |    .037513   .0008091      .0359272    .0390989
  _subpop_17 |   .0210739   .0004353      .0202207     .021927
  _subpop_18 |   .0755306   .0036661      .0683449    .0827163
  _subpop_19 |   -.001874   .0012907     -.0044038    .0006559
  _subpop_20 |   .0498758   .0004379      .0490175     .050734
  _subpop_21 |  -.0025177   .0007775     -.0040417   -.0009938
  _subpop_22 |   .0768859   .0012713      .0743942    .0793776
  _subpop_23 |   .0522654   .0004646      .0513547    .0531761
  _subpop_24 |   .0337017    .002041      .0297012    .0377022
  _subpop_25 |   .0495915   .0004451      .0487192    .0504639
  _subpop_26 |   .0067191   .0006063      .0055308    .0079074
  _subpop_27 |     .05608   .0009385      .0542405    .0579195
  _subpop_28 |   .0306749   .0008347       .029039    .0323109
  _subpop_29 |   .0867057   .0007683      .0851998    .0882115
  _subpop_30 |   .0314306   .0019885       .027533    .0353283
  _subpop_31 |   -.084726   .0091612     -.1026824   -.0667696
  _subpop_32 |   .0296414   .0178785     -.0054015    .0646842
  _subpop_33 |  -.0841936   .0098727     -.1035446   -.0648426
  _subpop_34 |    .045856   .0057373      .0346107    .0571014
  _subpop_35 |  -.7302499   .0144234     -.7585206   -.7019792
  _subpop_36 |   .0539056     .00489       .044321    .0634902
  _subpop_37 |   .0866041   .0042049      .0783623    .0948458
  _subpop_38 |   .0566745   .0042066      .0484292    .0649197
  _subpop_39 |  -.1632306   .0241234     -.2105139   -.1159473
  _subpop_40 |   .1470745   .0034521      .1403082    .1538407
  _subpop_41 |   .0645607   .0016267      .0613722    .0677492
  _subpop_42 |   .0766006   .0025856      .0715328    .0816685
  _subpop_43 |   .1300142   .0166935      .0972941    .1627343
  _subpop_44 |   .0735737   .0011604      .0712992    .0758482
  _subpop_45 |   .0769982    .003237      .0706534     .083343
  _subpop_46 |   .0291592   .0025082      .0242431    .0340753
  _subpop_47 |  -.0431779   .0153493     -.0732633   -.0130924
  _subpop_48 |   .0353592   .0056632      .0242591    .0464593
  _subpop_49 |   .0914599   .0011935      .0891205    .0937992
  _subpop_50 |   .0320805   .0013571      .0294204    .0347406
  _subpop_51 |   .0666514   .0014999      .0637115    .0695913
  _subpop_52 |   .0266819   .0010432      .0246372    .0287266
  _subpop_53 |  -.9999997   2.35e-08     -.9999997   -.9999997
  _subpop_54 |   .0532954   .0015671      .0502237     .056367
  _subpop_55 |   .0169983   .0010153      .0150083    .0189882
  _subpop_56 |   .0055573   .0028548     -.0000383    .0111529
  _subpop_57 |   .0670422   .0017907      .0635322    .0705521
  _subpop_58 |   .1101193   .0009008      .1083537    .1118849
-------------+------------------------------------------------
y10          |
   _subpop_1 |    .091734   .0012256      .0893318    .0941362
   _subpop_2 |   .0413728   .0010613      .0392927     .043453
   _subpop_3 |   .0601579   .0009271      .0583406    .0619751
   _subpop_4 |   .1030592   .0022046      .0987381    .1073804
   _subpop_5 |    .041155   .0011494      .0389022    .0434078
   _subpop_6 |    .083231   .0044178      .0745718    .0918902
   _subpop_7 |   .0826147    .001238      .0801882    .0850412
   _subpop_8 |   .0568812   .0003571      .0561812    .0575812
   _subpop_9 |   .1798225    .002645      .1746381    .1850069
  _subpop_10 |    .205333   .0047593      .1960045    .2146616
  _subpop_11 |   .0916374   .0017215      .0882631    .0950116
  _subpop_12 |   .1203065   .0039861      .1124934    .1281195
  _subpop_13 |   .0488019   .0010187      .0468051    .0507986
  _subpop_14 |   .0674333   .0025369      .0624608    .0724058
  _subpop_15 |   .0990572   .0009923      .0971122    .1010022
  _subpop_16 |   .1423875   .0013025      .1398345    .1449405
  _subpop_17 |   .0648546   .0013566      .0621956    .0675136
  _subpop_18 |   .1240209   .0040224      .1161367     .131905
  _subpop_19 |   .0156569   .0013169      .0130757    .0182381
  _subpop_20 |    .161464   .0022394      .1570746    .1658535
  _subpop_21 |   .0468354   .0016554      .0435907    .0500802
  _subpop_22 |   .2500464   .0029686      .2442278    .2558649
  _subpop_23 |   .1876778   .0023195      .1831315    .1922241
  _subpop_24 |   .1078171   .0022575      .1033923    .1122418
  _subpop_25 |   .2345041    .003011      .2286023    .2404059
  _subpop_26 |   .0101826   .0001508       .009887    .0104782
  _subpop_27 |   .1324236   .0033366      .1258836    .1389635
  _subpop_28 |   .0456278   .0008999      .0438639    .0473918
  _subpop_29 |   .0893451   .0010495      .0872879    .0914023
  _subpop_30 |   .2094711   .0054492      .1987904    .2201519
  _subpop_31 |   .1846147   .0124999      .1601142    .2091152
  _subpop_32 |   .1610149   .0083594      .1446301    .1773997
  _subpop_33 |   .2352255   .0154677      .2049079    .2655431
  _subpop_34 |   .0660202   .0054841      .0552709    .0767694
  _subpop_35 |   .9999986   3.32e-07      .9999979    .9999992
  _subpop_36 |   .1165054   .0076116      .1015863    .1314246
  _subpop_37 |   .1814096   .0031641      .1752079    .1876114
  _subpop_38 |   .2559244   .0089937      .2382963    .2735525
  _subpop_39 |   .4857703   .0186078      .4492979    .5222426
  _subpop_40 |   .2425822   .0100782      .2228284     .262336
  _subpop_41 |    .272893   .0071867      .2588067    .2869792
  _subpop_42 |   .0786039   .0021994       .074293    .0829148
  _subpop_43 |   .2300242   .0321779      .1669538    .2930947
  _subpop_44 |   .1006558   .0016827      .0973577    .1039539
  _subpop_45 |   .1475262   .0036944       .140285    .1547675
  _subpop_46 |   .1401189   .0081384      .1241673    .1560706
  _subpop_47 |   .3472048   .0263043       .295647    .3987626
  _subpop_48 |   .0314361   .0054583      .0207375    .0421348
  _subpop_49 |     .34664   .0116664      .3237731    .3695069
  _subpop_50 |   .1413536   .0046793      .1321819    .1505253
  _subpop_51 |   .4090011   .0055039      .3982131    .4197891
  _subpop_52 |   .3789505   .0079217      .3634235    .3944776
  _subpop_53 |   .9999999   1.55e-08      .9999999    .9999999
  _subpop_54 |   .5286379   .0132462      .5026745    .5546013
  _subpop_55 |   .0077855   .0001371      .0075168    .0080542
  _subpop_56 |   .2924936   .0114366      .2700772      .31491
  _subpop_57 |   .1316527   .0024856      .1267808    .1365246
  _subpop_58 |   .1552312   .0016034      .1520885    .1583739
--------------------------------------------------------------


**************  Estimation ************

use "C:\Users\Antoine\Google Drive\romamin.dta", clear
gologit2  roma c.educ##i.country c.age##i.country c.ethno##i.country i.contact##i.country i.gender##i.country [iw=w22]

predict y1 y2 y3 y4 y5 y6 y7 y8 y9 y10

save "C:\Users\Antoine\Google Drive\romagologit2.dta"

use "C:\Users\Antoine\Google Drive\romagologit2.dta"

logistic contact c.educ##i.country c.age##i.country c.ethno##i.country  i.gender##i.country [iw=w22]


. logistic contact c.educ##i.country c.age##i.country c.ethno##i.country  i.gender##i.country [iw=w22]

Logistic regression                               Number of obs   =      25970
                                                  LR chi2(144)    =    4599.35
                                                  Prob > chi2     =     0.0000
Log likelihood = -10085.192                       Pseudo R2       =     0.1857

--------------------------------------------------------------------------------------------
                   contact | Odds Ratio   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------------+----------------------------------------------------------------
                      educ |   .9510923    .013669    -3.49   0.000     .9246754    .9782639
                           |
                   country |
             BE - Belgium  |   .2232144   .3012136    -1.11   0.266     .0158519    3.143145
     NL - The Netherlands  |   .0544112   .0440867    -3.59   0.000     .0111174     .266302
    DE-W - Germany - West  |   .0453391   .0223572    -6.27   0.000     .0172479    .1191816
               IT - Italy  |   .1918466   .1171149    -2.70   0.007     .0579867    .6347162
          LU - Luxembourg  |   .1870361   .7842915    -0.40   0.689     .0000504    693.8038
             DK - Denmark  |   .0889789   .1094382    -1.97   0.049     .0079867    .9913088
             IE - Ireland  |   .3507221   .6143692    -0.60   0.550     .0113212    10.86514
   GB-GBN - Great Britain  |   .3750193   .1745049    -2.11   0.035     .1506505    .9335482
  GB-NIR Northern Ireland  |   2.100622   5.431614     0.29   0.774     .0132246    333.6676
              GR - Greece  |   .0834732   .0782748    -2.65   0.008     .0132848    .5244917
                ES -Spain  |   3.057385   1.281381     2.67   0.008     1.344631    6.951801
            PT - Portugal  |   .5523996   .3979744    -0.82   0.410     .1345886    2.267246
        DE-E Germany East  |   .0056831      .0074    -3.97   0.000     .0004428    .0729358
             FI - Finland  |   .1462528    .115903    -2.43   0.015     .0309414    .6913017
              SE - Sweden  |   .1569019    .106605    -2.73   0.006     .0414276     .594246
             AT - Austria  |   .1387438   .2111682    -1.30   0.194     .0070256    2.739953
   CY - Cyprus (Republic)  |   .1072315    .377944    -0.63   0.526     .0001072     107.259
      CZ - Czech Republic  |   2.832065   2.956832     1.00   0.319     .3659334    21.91818
             EE - Estonia  |   .7813132   2.417759    -0.08   0.936     .0018147    336.3969
             HU - Hungary  |   3.046669   2.423411     1.40   0.161      .640847    14.48426
              LV - Latvia  |   .1606513   .2388421    -1.23   0.219     .0087175    2.960569
           LT - Lithuania  |    .125289   .1719308    -1.51   0.130     .0085081    1.844991
               MT - Malta  |   .0053813   .0604995    -0.46   0.642     1.45e-12    2.00e+07
              PL - Poland  |   .1017078   .0721923    -3.22   0.001     .0253029    .4088254
            SK - Slovakia  |   .9517469    .986409    -0.05   0.962     .1248302    7.256435
            SI - Slovenia  |   .3616214   .6418451    -0.57   0.567     .0111545    11.72356
            BG - Bulgaria  |   1.110452   .7299181     0.16   0.873     .3061899    4.027248
             RO - Romania  |   3.464905   1.906459     2.26   0.024     1.178537    10.18684
                           |
            country#c.educ |
             BE - Belgium  |   1.058436   .0600221     1.00   0.317      .947097    1.182864
     NL - The Netherlands  |   1.050157   .0327968     1.57   0.117     .9878043    1.116446
    DE-W - Germany - West  |   1.110011   .0212867     5.44   0.000     1.069064    1.152526
               IT - Italy  |   1.042311   .0251461     1.72   0.086     .9941726     1.09278
          LU - Luxembourg  |    1.03617   .1724175     0.21   0.831     .7478117    1.435721
             DK - Denmark  |   1.026436   .0441136     0.61   0.544     .9435162    1.116643
             IE - Ireland  |   1.028082   .0828857     0.34   0.731     .8778141    1.204074
   GB-GBN - Great Britain  |   1.017947   .0206241     0.88   0.380     .9783166    1.059183
  GB-NIR Northern Ireland  |   .9284374   .1164906    -0.59   0.554      .726027    1.187278
              GR - Greece  |   1.044768   .0367963     1.24   0.214     .9750817    1.119435
                ES -Spain  |   1.012147   .0170833     0.72   0.474     .9792119     1.04619
            PT - Portugal  |   1.055387   .0295165     1.93   0.054     .9990923    1.114853
        DE-E Germany East  |   1.183715   .0576544     3.46   0.001      1.07594    1.302285
             FI - Finland  |   1.074291   .0284081     2.71   0.007      1.02003    1.131438
              SE - Sweden  |   1.046969   .0255074     1.88   0.060     .9981502    1.098175
             AT - Austria  |   1.096387   .0678457     1.49   0.137     .9711592    1.237762
   CY - Cyprus (Republic)  |   1.043987   .1433056     0.31   0.754     .7977238    1.366273
      CZ - Czech Republic  |    .968553   .0466054    -0.66   0.507     .8813832    1.064344
             EE - Estonia  |   .9667607   .1333267    -0.25   0.806     .7377839    1.266802
             HU - Hungary  |   1.016402    .035846     0.46   0.645     .9485188    1.089145
              LV - Latvia  |   1.093548   .0670327     1.46   0.145     .9697514    1.233147
           LT - Lithuania  |   1.065078   .0617724     1.09   0.277     .9506344    1.193299
               MT - Malta  |    1.12185   .5621325     0.23   0.819     .4201632    2.995379
              PL - Poland  |   1.044645   .0315247     1.45   0.148     .9846498    1.108297
            SK - Slovakia  |   1.062346   .0479828     1.34   0.181      .972344    1.160679
            SI - Slovenia  |    1.03833   .0760197     0.51   0.607     .8995305    1.198546
            BG - Bulgaria  |   1.022263   .0267149     0.84   0.399     .9712211    1.075987
             RO - Romania  |   1.012101   .0233454     0.52   0.602     .9673641    1.058908
                           |
                       age |   .9780451   .0028406    -7.64   0.000     .9724935    .9836284
                           |
             country#c.age |
             BE - Belgium  |   1.003252   .0097913     0.33   0.739      .984244    1.022628
     NL - The Netherlands  |   1.011666   .0078365     1.50   0.134     .9964227    1.027142
    DE-W - Germany - West  |   1.000466   .0051129     0.09   0.927     .9904946    1.010537
               IT - Italy  |    1.01254   .0054927     2.30   0.022     1.001832    1.023363
          LU - Luxembourg  |   1.002993   .0470248     0.06   0.949      .914934    1.099527
             DK - Denmark  |    1.00469   .0143893     0.33   0.744     .9768795    1.033292
             IE - Ireland  |   1.000592   .0152883     0.04   0.969     .9710721     1.03101
   GB-GBN - Great Britain  |   1.007108   .0040062     1.78   0.075     .9992862     1.01499
  GB-NIR Northern Ireland  |   .9890569   .0184417    -0.59   0.555     .9535642    1.025871
              GR - Greece  |   1.022765   .0087395     2.63   0.008     1.005779    1.040038
                ES -Spain  |   1.002448   .0038904     0.63   0.529     .9948515    1.010102
            PT - Portugal  |    1.01452   .0070606     2.07   0.038     1.000775    1.028453
        DE-E Germany East  |   1.011667    .012634     0.93   0.353     .9872057    1.036735
             FI - Finland  |   1.020105    .008333     2.44   0.015     1.003902    1.036568
              SE - Sweden  |   1.012436   .0079518     1.57   0.116     .9969698    1.028141
             AT - Austria  |   1.001807   .0134401     0.13   0.893     .9758084    1.028499
   CY - Cyprus (Republic)  |   1.031532   .0345704     0.93   0.354     .9659525    1.101563
      CZ - Czech Republic  |   1.008106    .006766     1.20   0.229     .9949315    1.021454
             EE - Estonia  |   1.008084   .0227147     0.36   0.721     .9645327    1.053602
             HU - Hungary  |    1.00698   .0060039     1.17   0.243     .9952812    1.018817
              LV - Latvia  |   1.018105   .0141584     1.29   0.197     .9907298    1.046236
           LT - Lithuania  |   1.018066   .0117729     1.55   0.122      .995251    1.041404
               MT - Malta  |   1.037497   .0952744     0.40   0.689     .8666031    1.242092
              PL - Poland  |   1.023643    .005824     4.11   0.000     1.012291    1.035121
            SK - Slovakia  |   1.009867   .0076713     1.29   0.196     .9949426    1.025015
            SI - Slovenia  |   1.010155   .0153394     0.67   0.506     .9805329    1.040671
            BG - Bulgaria  |   1.027956   .0063889     4.44   0.000      1.01551    1.040555
             RO - Romania  |   1.010324   .0045995     2.26   0.024     1.001349    1.019379
                           |
                     ethno |   .9062416   .0186091    -4.79   0.000     .8704927    .9434586
                           |
           country#c.ethno |
             BE - Belgium  |   .9249525   .0649412    -1.11   0.267     .8060394    1.061409
     NL - The Netherlands  |   1.171389   .0657177     2.82   0.005     1.049413    1.307542
    DE-W - Germany - West  |   1.050134   .0383198     1.34   0.180      .977651     1.12799
               IT - Italy  |   .9043374   .0360119    -2.53   0.012     .8364395     .977747
          LU - Luxembourg  |   .9970421     .35451    -0.01   0.993     .4966596    2.001558
             DK - Denmark  |   1.173896   .1152955     1.63   0.103     .9683404    1.423087
             IE - Ireland  |   .9784811    .109436    -0.19   0.846     .7858718    1.218297
   GB-GBN - Great Britain  |   1.087231   .0309371     2.94   0.003     1.028255    1.149589
  GB-NIR Northern Ireland  |   1.140846   .1469588     1.02   0.306     .8862964    1.468504
              GR - Greece  |   1.033833   .0528282     0.65   0.515     .9353077    1.142737
                ES -Spain  |   1.026073   .0276975     0.95   0.340     .9731978    1.081821
            PT - Portugal  |    .986437   .0530986    -0.25   0.800     .8876675    1.096196
        DE-E Germany East  |   .9292446    .085548    -0.80   0.425     .7758305    1.112995
             FI - Finland  |   1.055397   .0674024     0.84   0.399     .9312246    1.196128
              SE - Sweden  |    1.08051   .0656662     1.27   0.203     .9591767    1.217192
             AT - Austria  |    .865044   .0842065    -1.49   0.136     .7147912    1.046881
   CY - Cyprus (Republic)  |    .948547   .1566267    -0.32   0.749     .6862875    1.311027
      CZ - Czech Republic  |   .9549204   .0568266    -0.78   0.438     .8497923    1.073054
             EE - Estonia  |   1.059963   .1875414     0.33   0.742     .7493516    1.499324
             HU - Hungary  |   .9835942   .0430339    -0.38   0.705     .9027645    1.071661
              LV - Latvia  |   1.070892   .1049403     0.70   0.485     .8837583    1.297651
           LT - Lithuania  |   1.001145   .0795311     0.01   0.989     .8567965    1.169814
               MT - Malta  |   .9256107    .549373    -0.13   0.896     .2892138    2.962359
              PL - Poland  |   .8411073   .0409266    -3.56   0.000     .7645987    .9252715
            SK - Slovakia  |   1.026465   .0703067     0.38   0.703     .8975155    1.173941
            SI - Slovenia  |   .9589492    .097994    -0.41   0.682     .7848963    1.171599
            BG - Bulgaria  |   1.015273   .0442306     0.35   0.728     .9321803    1.105772
             RO - Romania  |   .9517075   .0320642    -1.47   0.142     .8908929    1.016673
                           |
                  1.gender |   1.146121   .1167969     1.34   0.181     .9386154    1.399501
                           |
            gender#country |
           1#BE - Belgium  |   .8624112   .2885314    -0.44   0.658     .4476445    1.661481
   1#NL - The Netherlands  |   .9685627   .2708214    -0.11   0.909     .5599147    1.675458
  1#DE-W - Germany - West  |   .8170014   .1467026    -1.13   0.260     .5746179    1.161626
             1#IT - Italy  |   .7557687   .1334669    -1.59   0.113      .534649    1.068339
        1#LU - Luxembourg  |   .9400056   1.455034    -0.04   0.968     .0452435    19.53011
           1#DK - Denmark  |   1.027003   .5426323     0.05   0.960     .3646088    2.892789
           1#IE - Ireland  |   .6680159   .3156275    -0.85   0.393     .2646104    1.686424
 1#GB-GBN - Great Britain  |   .8050924   .1150049    -1.52   0.129     .6084911    1.065215
1#GB-NIR Northern Ireland  |    1.56965   1.007356     0.70   0.482     .4461964    5.521786
            1#GR - Greece  |   1.724482   .5051632     1.86   0.063     .9712052    3.062009
              1#ES -Spain  |     .97973   .1275832    -0.16   0.875     .7590328    1.264598
          1#PT - Portugal  |   1.059336   .2283036     0.27   0.789     .6943623    1.616147
      1#DE-E Germany East  |   .9245504   .4184584    -0.17   0.862     .3807768    2.244868
           1#FI - Finland  |   1.085719   .3250321     0.27   0.784     .6037994    1.952279
            1#SE - Sweden  |   .9611639   .2724552    -0.14   0.889     .5514582     1.67526
           1#AT - Austria  |   .7952751   .3383825    -0.54   0.590     .3454129    1.831033
 1#CY - Cyprus (Republic)  |   .9849206   1.083235    -0.01   0.989     .1140861    8.502948
    1#CZ - Czech Republic  |   1.118759   .2544522     0.49   0.622     .7163708    1.747169
           1#EE - Estonia  |    .875843    .739314    -0.16   0.875     .1674606    4.580786
           1#HU - Hungary  |   1.036036   .2126192     0.17   0.863     .6929282    1.549037
            1#LV - Latvia  |   .9980434   .4641025    -0.00   0.997     .4011716    2.482954
         1#LT - Lithuania  |   1.455738   .6238662     0.88   0.381     .6284849    3.371874
             1#MT - Malta  |   .6746915   2.085869    -0.13   0.899     .0015759    288.8492
            1#PL - Poland  |   1.112514    .218588     0.54   0.587     .7569379    1.635123
          1#SK - Slovakia  |   1.084872   .2812065     0.31   0.753     .6527411    1.803084
          1#SI - Slovenia  |   1.216826   .6366012     0.38   0.708     .4364249    3.392717
          1#BG - Bulgaria  |   1.087898   .2422456     0.38   0.705     .7031506    1.683169
           1#RO - Romania  |   1.320886    .209251     1.76   0.079     .9683234    1.801815
                           |
                     _cons |   1.799851   .6150547     1.72   0.085     .9212117    3.516525
--------------------------------------------------------------------------------------------


predict c
replace y1 = 0 if y1 < 0
replace y2 = 0 if y2 < 0
replace y3 = 0 if y3 < 0
replace y4 = 0 if y4 < 0
replace y5 = 0 if y5 < 0
replace y6 = 0 if y6 < 0
replace y7 = 0 if y7 < 0
replace y8 = 0 if y8 < 0
replace y9 = 0 if y9 < 0
replace y10 = 0 if y10 < 0

graph matrix y10 y9 y8 y7 y6 y5 y4 y3 y2 y1

collapse (mean) y1 y2 y3 y4 y5 y6 y7 y8 y9 y10 c, by(country ethno)

gen accept = y6+ y7+ y8+ y9+ y10
gen reject= y1+ y2+ y3+ y4
gen neutral = y5


sc accept c, by(country) ms(oh) msize(small)
graph export "C:\Users\Antoine\Google Drive\lkh_accept_contact.png", as(png) replace

sc neutral c, by(country) ms(oh) msize(small)
graph export "C:\Users\Antoine\Google Drive\lkh_neutral_contact.png", as(png) replace

sc reject c, by(country) ms(oh) color(blue)
graph export "C:\Users\Antoine\Google Drive\lkh_reject_contact.png", as(png) replace

graph matrix accept reject neutral
graph matrix accept reject neutral c

sc  c ethno  || sc reject ethno , by(country) ms(oh) color(blue)
graph export "C:\Users\Antoine\Google Drive\lkh_ethno_reject_contact1.png", as(png) replace


twoway contour reject c ethno, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2)

twoway contour reject c ethno if country==1, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(a, replace)
twoway contour reject c ethno if country==2, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(b, replace)
twoway contour reject c ethno if country==3, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(c, replace)
twoway contour reject c ethno if country==4, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(d, replace)
twoway contour reject c ethno if country==5, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(e, replace)
twoway contour reject c ethno if country==6, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(f, replace)
twoway contour reject c ethno if country==7, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(g, replace)
twoway contour reject c ethno if country==8, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(h, replace)
twoway contour reject c ethno if country==9, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(i, replace)
twoway contour reject c ethno if country==10, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(j, replace)
twoway contour reject c ethno if country==11, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(k, replace)
twoway contour reject c ethno if country==12, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(l, replace)
twoway contour reject c ethno if country==13, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(m, replace)
twoway contour reject c ethno if country==14, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(n, replace)
twoway contour reject c ethno if country==16, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(o, replace)
twoway contour reject c ethno if country==17, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(p, replace)
twoway contour reject c ethno if country==18, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(q, replace)
twoway contour reject c ethno if country==19, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(r, replace)
twoway contour reject c ethno if country==20, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(s, replace)
twoway contour reject c ethno if country==21, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(t, replace)
twoway contour reject c ethno if country==22, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(s, replace)
twoway contour reject c ethno if country==20, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(s, replace)
twoway contour reject c ethno if country==22, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(u, replace)
twoway contour reject c ethno if country==23, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(v, replace)
twoway contour reject c ethno if country==24, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(w, replace)
twoway contour reject c ethno if country==25, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(x, replace)
twoway contour reject c ethno if country==26, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(y, replace)
twoway contour reject c ethno if country==27, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(z, replace)
twoway contour reject c ethno if country==28, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(aa, replace)
twoway contour reject c ethno if country==29, ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) name(ab, replace)

graph combine a b c d e f g h i j k l m n  o p q r s t u v w x y z aa ab

egen zc = std(c)
egen zethno = std(ethno)

twoway contour reject zc zethno , ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2) interp(none)
twoway contour reject zc zethno , ccuts( 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2)



************************************* Simple model ************************************

recode roma (1/4=1) (5=2) (6/10 =3), gen (r3)
gologit2  r3 c.educ##i.country c.age##i.country c.ethno##i.country i.contact##i.country i.gender##i.country [iw=w22]

predict t1 t2 t3

collapse (mean) t1 t2 t3, by(country ethno contact)

twoway line t1 ethno  || line t2 ethno  || line t3 ethno , by(country contact)

twoway line t1 ethno if contact == 0 , color(blue) || line t1 ethno if contact ==1  , color(blue) lp(dash) by(country)
graph export "C:\Users\Antoine\Google Drive\ECR.png", as(png) replace
twoway line t2 ethno if contact == 0 , color(black) || line t2 ethno if contact ==1  , color(black) lp(dash) by(country)
graph export "C:\Users\Antoine\Google Drive\ECN.png", as(png) replace
twoway line t3 ethno if contact == 0 , color(red) || line t3 ethno if contact ==1  , color(red) lp(dash) by(country)
graph export "C:\Users\Antoine\Google Drive\ECA.png", as(png) replace

[collapse]

Romaphobia modeling

library(ordinal)
library(dplyr)
library(foreign)
library(lme4)

roma <- read.csv("~/roma.csv")

rom <- select(roma, -(X.2:X))

rom$contact <- as.factor(rom$contact)

fm1 <- clm(contact ~ gender + educ + age + ethno + place + relig + country, data=rom, Hess = TRUE, link="logit")

fm1p <- clm(contact ~ gender + educ + age + ethno + place + relig + country, data=rom, Hess = TRUE, link="logit", weights=pond)

rom$roma <- as.factor(rom$roma)

fm2 <- clm(roma ~ gender + educ + age + ethno + place + relig + contact + country, data=rom, Hess = TRUE, link="probit")

fm2p <- clm(roma ~ gender + educ + age + ethno + place + relig + contact + country, data=rom, Hess = TRUE, link="probit", weights=pond)

summary(fm1)
summary(fm1p)

summary(fm2)
summary(fm2p)

fm1r <- clmm(contact ~ gender + educ + age + ethno + place + relig + (1 | country), data=rom, Hess = TRUE, link="logit")
fm1rp <- clmm(contact ~ gender + educ + age + ethno + place + relig + (1 | country), data=rom, Hess = TRUE, link="logit", weights=pond)

fm2rp <- clmm(roma ~ gender + educ + age + ethno + place + relig + contact + ( 1 | country) , data=rom, Hess = TRUE, link="probit", weights=pond)

fm3p <- clm(roma ~ contact*country , data=rom, Hess = TRUE, link="probit", weights=pond)

summary(fm3p)

fit.fm3p <- fitted(fm3p)

summary(fm1p)
summary(fm1rp)
summary(fm2p)
summary(fm1p)
summary(fm2)

fm4p <- clmm(roma ~ gender + (1 + contact | country) , data=rom, Hess = TRUE, link="probit", weights=pond)

summary(fm4p)
ranef(fm4p)

doc <- as.data.frame(ranef(fm4p))

View(doc)

fm5p <- clmm(roma ~ gender + ethno + contact + (1 + contact | country) , data=rom, Hess = TRUE, link="probit", weights=pond)

fm6p <- clmm(roma ~ gender + ethno + contact + (1 + contact + ethno | country) , data=rom, Hess = TRUE, link="probit", weights=pond)

fm7p <- clmm(roma ~ gender + ethno + (1 + contact | country) , data=rom, Hess = TRUE, link="probit", weights=pond)

summary(fm7p)
ranef(fm7p)

summary(fm6p)
ranef(fm6p)

fm8p <- clmm(roma ~ gender + ethno + educ + (1 + contact | country) , data=rom, Hess = TRUE, link="probit", weights=pond)

summary(fm8p)
ranef(fm8p)
ran8 <- as.data.frame(ranef(fm8p))

rom$f.ethno <- as.factor(rom$ethno)

summary(fm8p)
pred8 <- fitted(fm8p)
res8 <- cbind(pred8, rom)
head(res8)

write.csv(res8, file="~/res8.csv")
write.dta(res8, file="~/res8.dta")

fm9p <- lmer(roma ~ gender + ethno + educ + (1 + contact | country) , data=rom, weights=pond)

summary(fm9p)
ranef(fm9p)
pred9 <- fitted(fm9p)
base9 <- fm9p@frame
res9 <- cbind(base9, pred9)

write.dta(res9, file="~/res.dta")
write.dta(res9, file="~/res9.dta")

savehistory("~/tommaso_clm.Rhistory")