Model run by pk372 using Apollo 0.3.3 on R 4.3.1 for Linux.
Please acknowledge the use of Apollo by citing Hess & Palma (2019)
  DOI 10.1016/j.jocm.2019.100170
  www.ApolloChoiceModelling.com

Model name                                  : H1_Spring_PreferenceSpaceModel_Balanced
Model description                           : H1_Spring_PreferenceSpaceModel_Balanced
Model run at                                : 2024-07-17 17:49:29.708994
Estimation method                           : bgw
Model diagnosis                             : Relative function convergence
Optimisation diagnosis                      : Maximum found
     hessian properties                     : Negative definite
     maximum eigenvalue                     : -37.366143
     reciprocal of condition number         : 1.54633e-05
Number of individuals                       : 1769
Number of rows in database                  : 15921
Number of modelled outcomes                 : 15921

Number of cores used                        :  10 
Number of inter-individual draws            : 2500 (pmc)

LL(start)                                   : -18899.18
LL at equal shares, LL(0)                   : -17491.55
LL at observed shares, LL(C)                : -17438.58
LL(final)                                   : -13329.9
Rho-squared vs equal shares                  :  0.2379 
Adj.Rho-squared vs equal shares              :  0.2361 
Rho-squared vs observed shares               :  0.2356 
Adj.Rho-squared vs observed shares           :  0.2339 
AIC                                         :  26723.79 
BIC                                         :  26969.4 

Estimated parameters                        : 32
Time taken (hh:mm:ss)                       :  00:37:19.55 
     pre-estimation                         :  00:04:8.83 
     estimation                             :  00:05:15.39 
          initial estimation                :  00:04:39.01 
          estimation after rescaling        :  00:00:36.38 
     post-estimation                        :  00:27:55.33 
Iterations                                  :  23  
     initial estimation                     :  22 
     estimation after rescaling             :  1 

Unconstrained optimisation.

Estimates:
                          Estimate        s.e.   t.rat.(0)  p(1-sided)
asc_A                     0.000000          NA          NA          NA
asc_B                     0.000000          NA          NA          NA
asc_C                     0.438626    0.154249      2.8436    0.002230
mu_Tax                   -3.601333    0.110939    -32.4624    0.000000
mu_Colour2                0.143702    0.042650      3.3693  3.7681e-04
mu_Colour                 0.076784    0.059211      1.2968    0.097353
mu_Smell2                 0.099560    0.036669      2.7151    0.003313
mu_Smell                  0.160001    0.057424      2.7863    0.002666
mu_Sound2                 0.165044    0.039997      4.1265   1.842e-05
mu_Sound                  0.201270    0.054518      3.6918  1.1135e-04
mu_Deadwood2              0.624710    0.043548     14.3453    0.000000
mu_Deadwood               0.231017    0.050223      4.5998   2.115e-06
sig_Tax                   3.110309    0.111348     27.9332    0.000000
sig_Sound                 0.392795    0.140746      2.7908    0.002629
sig_Smell                 0.491084    0.117316      4.1860   1.420e-05
sig_Colour                0.433352    0.122181      3.5468  1.9496e-04
sig_Deadwood              0.536937    0.091085      5.8949   1.875e-09
sig_Sound2                0.903545    0.051561     17.5238    0.000000
sig_Smell2                0.461463    0.067281      6.8587   3.473e-12
sig_Colour2               0.917880    0.054219     16.9290    0.000000
sig_Deadwood2             0.704066    0.059636     11.8061    0.000000
beta_Gender              -0.136050    0.071575     -1.9008    0.028664
beta_Age                 -0.542181    0.081298     -6.6691   1.287e-11
beta_Distance            -0.002738    0.003831     -0.7146    0.237435
beta_Charity             -0.111937    0.081749     -1.3693    0.085457
beta_Income              -0.346765    0.055131     -6.2898   1.589e-10
beta_Impairment_Colour    0.102681    0.108129      0.9496    0.171154
beta_Impairment_Smell    -0.290926    0.111465     -2.6100    0.004527
beta_Impairment_Sound     0.156396    0.119516      1.3086    0.095338
beta_Country             -0.149432    0.073271     -2.0395    0.020702
beta_White               -0.242073    0.085052     -2.8462    0.002212
beta_Urbanicity          -0.296466    0.075545     -3.9244   4.348e-05
beta_MostRecentVisit     -0.088429    0.024079     -3.6725  1.2009e-04
beta_WoodlandsScore      -0.010513    0.001824     -5.7627   4.140e-09
                          Rob.s.e. Rob.t.rat.(0)  p(1-sided)
asc_A                           NA            NA          NA
asc_B                           NA            NA          NA
asc_C                     0.230067        1.9065    0.028292
mu_Tax                    0.113606      -31.7002    0.000000
mu_Colour2                0.042744        3.3619  3.8705e-04
mu_Colour                 0.053427        1.4372    0.075334
mu_Smell2                 0.035456        2.8080    0.002493
mu_Smell                  0.058337        2.7427    0.003047
mu_Sound2                 0.040945        4.0308   2.779e-05
mu_Sound                  0.055304        3.6394  1.3666e-04
mu_Deadwood2              0.046216       13.5171    0.000000
mu_Deadwood               0.051080        4.5226   3.054e-06
sig_Tax                   0.120974       25.7106    0.000000
sig_Sound                 0.143348        2.7401    0.003071
sig_Smell                 0.124351        3.9492   3.921e-05
sig_Colour                0.145346        2.9815    0.001434
sig_Deadwood              0.095194        5.6404   8.481e-09
sig_Sound2                0.054798       16.4888    0.000000
sig_Smell2                0.073851        6.2486   2.071e-10
sig_Colour2               0.059828       15.3419    0.000000
sig_Deadwood2             0.061975       11.3605    0.000000
beta_Gender               0.107732       -1.2629    0.103321
beta_Age                  0.124128       -4.3679   6.272e-06
beta_Distance             0.006545       -0.4183    0.337871
beta_Charity              0.127371       -0.8788    0.189749
beta_Income               0.083078       -4.1740   1.497e-05
beta_Impairment_Colour    0.162658        0.6313    0.263934
beta_Impairment_Smell     0.157132       -1.8515    0.032050
beta_Impairment_Sound     0.172055        0.9090    0.181679
beta_Country              0.111552       -1.3396    0.090193
beta_White                0.127292       -1.9017    0.028605
beta_Urbanicity           0.114465       -2.5900    0.004799
beta_MostRecentVisit      0.036712       -2.4087    0.008005
beta_WoodlandsScore       0.002646       -3.9730   3.548e-05


Overview of choices for MNL model component :
                                        A        B        C
Times available                  15921.00 15921.00 15921.00
Times chosen                      5749.00  5453.00  4719.00
Percentage chosen overall           36.11    34.25    29.64
Percentage chosen when available    36.11    34.25    29.64



Classical covariance matrix:
                                        asc_C                 mu_Tax
asc_C                                0.023793              9.852e-05
mu_Tax                              9.852e-05               0.012307
mu_Colour2                         7.2760e-04             -2.250e-05
mu_Colour                            0.001308            -7.4225e-04
mu_Smell2                          7.9208e-04             2.3775e-04
mu_Smell                           5.7935e-04               0.001912
mu_Sound2                          5.0075e-04             4.8277e-04
mu_Sound                           1.5066e-04               0.001611
mu_Deadwood2                       6.1315e-04               0.001433
mu_Deadwood                          0.001126             7.1072e-04
sig_Tax                           -5.4882e-04              -0.007201
sig_Sound                         -5.3313e-04             3.4472e-04
sig_Smell                          4.3332e-04            -5.8966e-04
sig_Colour                         -2.367e-05               0.001811
sig_Deadwood                       2.7461e-04               0.001008
sig_Sound2                        -2.2205e-04             3.9348e-04
sig_Smell2                        -4.2207e-04             5.7325e-04
sig_Colour2                       -1.4632e-04             5.9870e-04
sig_Deadwood2                       1.325e-05             3.0638e-04
beta_Gender                         -0.002009             1.1832e-04
beta_Age                            -0.001401            -1.1103e-04
beta_Distance                     -1.7166e-04             -4.485e-06
beta_Charity                        -0.001362              7.124e-05
beta_Income                         -0.001065            -1.5114e-04
beta_Impairment_Colour              -0.001530             1.5632e-04
beta_Impairment_Smell               -0.001892             -3.065e-05
beta_Impairment_Sound             -9.0031e-04              6.228e-05
beta_Country                        -0.002419             -2.342e-05
beta_White                          -0.003586             -7.319e-05
beta_Urbanicity                     -0.004295             -5.256e-05
beta_MostRecentVisit                -0.001101              3.141e-05
beta_WoodlandsScore               -1.4900e-04              2.898e-06
                                   mu_Colour2              mu_Colour
asc_C                              7.2760e-04               0.001308
mu_Tax                             -2.250e-05            -7.4225e-04
mu_Colour2                           0.001819             9.1620e-04
mu_Colour                          9.1620e-04               0.003506
mu_Smell2                          1.7958e-04             4.8775e-04
mu_Smell                          -1.3492e-04              -0.001116
mu_Sound2                          -1.443e-05             1.3517e-04
mu_Sound                          -4.6170e-04              -0.001401
mu_Deadwood2                        3.669e-05             1.8013e-04
mu_Deadwood                        4.8630e-04             6.0796e-04
sig_Tax                             4.869e-05             7.3841e-04
sig_Sound                         -1.4193e-04            -3.6297e-04
sig_Smell                          -7.396e-05             -1.391e-05
sig_Colour                          2.605e-05             5.1366e-04
sig_Deadwood                       1.5173e-04             3.2572e-04
sig_Sound2                          6.745e-05            -1.4425e-04
sig_Smell2                        -3.7054e-04            -5.1196e-04
sig_Colour2                       -1.7780e-04             -5.943e-05
sig_Deadwood2                       8.486e-06              3.922e-05
beta_Gender                        -7.046e-06             -1.171e-05
beta_Age                           -8.064e-06             -5.512e-06
beta_Distance                       8.139e-07              9.113e-07
beta_Charity                       -3.688e-07             -5.945e-05
beta_Income                         7.790e-06              2.102e-05
beta_Impairment_Colour              1.756e-05             -1.299e-05
beta_Impairment_Smell              -2.699e-06              6.402e-07
beta_Impairment_Sound              -1.480e-05             -3.395e-05
beta_Country                        2.426e-05              2.665e-05
beta_White                          1.414e-05             -4.829e-06
beta_Urbanicity                     1.145e-06             -1.737e-06
beta_MostRecentVisit                9.552e-07             -1.265e-06
beta_WoodlandsScore                -7.549e-08             -3.967e-07
                                    mu_Smell2               mu_Smell
asc_C                              7.9208e-04             5.7935e-04
mu_Tax                             2.3775e-04               0.001912
mu_Colour2                         1.7958e-04            -1.3492e-04
mu_Colour                          4.8775e-04              -0.001116
mu_Smell2                            0.001345             4.9992e-04
mu_Smell                           4.9992e-04               0.003298
mu_Sound2                          -3.722e-05             1.0496e-04
mu_Sound                          -1.7013e-04             5.5828e-04
mu_Deadwood2                       -9.209e-06             6.0412e-04
mu_Deadwood                        2.5537e-04             -1.415e-05
sig_Tax                           -2.1102e-04              -0.001848
sig_Sound                           2.637e-05            -1.4105e-04
sig_Smell                           3.641e-05             6.1822e-04
sig_Colour                          7.170e-05             3.7293e-04
sig_Deadwood                        1.719e-05            -1.1927e-04
sig_Sound2                          1.924e-05             1.6896e-04
sig_Smell2                        -1.6869e-04             2.3236e-04
sig_Colour2                       -2.6530e-04             1.2409e-04
sig_Deadwood2                       1.553e-05             1.2840e-04
beta_Gender                         2.526e-06              5.785e-06
beta_Age                            1.034e-05             -5.719e-05
beta_Distance                      -5.431e-07              1.015e-06
beta_Charity                        5.804e-06              7.403e-05
beta_Income                        -1.522e-05             -4.128e-05
beta_Impairment_Colour             -1.393e-05              4.008e-05
beta_Impairment_Smell              -3.266e-06              1.624e-05
beta_Impairment_Sound               1.674e-06              5.471e-05
beta_Country                       -7.446e-06             -2.968e-05
beta_White                         -2.402e-05              3.144e-05
beta_Urbanicity                    -1.213e-05              8.050e-06
beta_MostRecentVisit                1.183e-06              1.159e-05
beta_WoodlandsScore                -2.097e-07              3.630e-07
                                    mu_Sound2               mu_Sound
asc_C                              5.0075e-04             1.5066e-04
mu_Tax                             4.8277e-04               0.001611
mu_Colour2                         -1.443e-05            -4.6170e-04
mu_Colour                          1.3517e-04              -0.001401
mu_Smell2                          -3.722e-05            -1.7013e-04
mu_Smell                           1.0496e-04             5.5828e-04
mu_Sound2                            0.001600             4.8117e-04
mu_Sound                           4.8117e-04               0.002972
mu_Deadwood2                       1.4887e-04              6.043e-05
mu_Deadwood                         4.058e-05             -9.321e-05
sig_Tax                           -3.7812e-04              -0.001405
sig_Sound                         -1.0269e-04               0.001076
sig_Smell                           2.167e-05            -2.1667e-04
sig_Colour                         2.3762e-04             1.8623e-04
sig_Deadwood                       1.9007e-04             5.9829e-04
sig_Sound2                        -1.3592e-04             1.0128e-04
sig_Smell2                          9.698e-05             2.8377e-04
sig_Colour2                        2.5631e-04             1.1440e-04
sig_Deadwood2                       8.411e-05              2.874e-05
beta_Gender                        -9.375e-06             -4.083e-06
beta_Age                           -3.887e-05             -3.010e-05
beta_Distance                       1.795e-07             -8.502e-08
beta_Charity                        5.190e-06              7.328e-05
beta_Income                        -2.957e-05             -8.252e-05
beta_Impairment_Colour              8.076e-06              1.842e-05
beta_Impairment_Smell              -1.536e-05             -1.342e-05
beta_Impairment_Sound               1.567e-05              7.567e-06
beta_Country                       -9.725e-06             -3.630e-05
beta_White                         -1.638e-05             -3.565e-05
beta_Urbanicity                    -2.811e-05             -6.397e-05
beta_MostRecentVisit                1.931e-06              1.752e-07
beta_WoodlandsScore                -4.972e-07             -1.006e-07
                                 mu_Deadwood2            mu_Deadwood
asc_C                              6.1315e-04               0.001126
mu_Tax                               0.001433             7.1072e-04
mu_Colour2                          3.669e-05             4.8630e-04
mu_Colour                          1.8013e-04             6.0796e-04
mu_Smell2                          -9.209e-06             2.5537e-04
mu_Smell                           6.0412e-04             -1.415e-05
mu_Sound2                          1.4887e-04              4.058e-05
mu_Sound                            6.043e-05             -9.321e-05
mu_Deadwood2                         0.001896             7.5406e-04
mu_Deadwood                        7.5406e-04               0.002522
sig_Tax                             -0.001297            -5.7015e-04
sig_Sound                          -7.858e-05             7.8075e-04
sig_Smell                          2.3672e-04            -2.2029e-04
sig_Colour                         5.9263e-04             2.7819e-04
sig_Deadwood                       3.3974e-04             4.1291e-04
sig_Sound2                         1.1646e-04             -6.659e-05
sig_Smell2                         1.3163e-04            -1.8633e-04
sig_Colour2                        3.9765e-04             -2.478e-06
sig_Deadwood2                      1.8594e-04              1.275e-05
beta_Gender                        -1.202e-06             -2.481e-05
beta_Age                          -1.0883e-04             -5.897e-05
beta_Distance                       1.435e-06              1.869e-06
beta_Charity                        5.442e-05              5.491e-05
beta_Income                        -5.741e-05             -1.617e-05
beta_Impairment_Colour              4.085e-05              5.280e-05
beta_Impairment_Smell               3.083e-06              1.276e-05
beta_Impairment_Sound               5.262e-05             -1.602e-05
beta_Country                       -1.761e-05              1.440e-05
beta_White                         -7.563e-06              2.781e-05
beta_Urbanicity                    -3.180e-05              3.064e-06
beta_MostRecentVisit                6.453e-06              7.216e-07
beta_WoodlandsScore                -7.086e-07             -7.783e-08
                                      sig_Tax              sig_Sound
asc_C                             -5.4882e-04            -5.3313e-04
mu_Tax                              -0.007201             3.4472e-04
mu_Colour2                          4.869e-05            -1.4193e-04
mu_Colour                          7.3841e-04            -3.6297e-04
mu_Smell2                         -2.1102e-04              2.637e-05
mu_Smell                            -0.001848            -1.4105e-04
mu_Sound2                         -3.7812e-04            -1.0269e-04
mu_Sound                            -0.001405               0.001076
mu_Deadwood2                        -0.001297             -7.858e-05
mu_Deadwood                       -5.7015e-04             7.8075e-04
sig_Tax                              0.012398             4.0927e-04
sig_Sound                          4.0927e-04               0.019810
sig_Smell                          6.2891e-04             3.0337e-04
sig_Colour                        -9.8153e-04              -0.003681
sig_Deadwood                      -4.0134e-04            -1.7363e-04
sig_Sound2                        -1.7232e-04             8.5929e-04
sig_Smell2                        -2.8519e-04            -3.1980e-04
sig_Colour2                       -4.0094e-04            -4.9736e-04
sig_Deadwood2                     -1.3694e-04            -2.0279e-04
beta_Gender                         2.076e-05             -6.440e-05
beta_Age                          -2.1954e-04             1.1104e-04
beta_Distance                       2.836e-06              3.771e-06
beta_Charity                       1.0043e-04             3.7796e-04
beta_Income                        1.2607e-04             -7.638e-05
beta_Impairment_Colour              8.068e-05             1.0190e-04
beta_Impairment_Smell               6.693e-05              8.698e-05
beta_Impairment_Sound             -1.2631e-04            -5.8773e-04
beta_Country                       -2.269e-06            -1.2349e-04
beta_White                         -2.206e-05             -7.694e-05
beta_Urbanicity                   -1.5409e-04              4.000e-06
beta_MostRecentVisit                3.703e-05              2.115e-06
beta_WoodlandsScore                -1.097e-06             -1.346e-07
                                    sig_Smell             sig_Colour
asc_C                              4.3332e-04             -2.367e-05
mu_Tax                            -5.8966e-04               0.001811
mu_Colour2                         -7.396e-05              2.605e-05
mu_Colour                          -1.391e-05             5.1366e-04
mu_Smell2                           3.641e-05              7.170e-05
mu_Smell                           6.1822e-04             3.7293e-04
mu_Sound2                           2.167e-05             2.3762e-04
mu_Sound                          -2.1667e-04             1.8623e-04
mu_Deadwood2                       2.3672e-04             5.9263e-04
mu_Deadwood                       -2.2029e-04             2.7819e-04
sig_Tax                            6.2891e-04            -9.8153e-04
sig_Sound                          3.0337e-04              -0.003681
sig_Smell                            0.013763              -0.003590
sig_Colour                          -0.003590               0.014928
sig_Deadwood                      -6.0292e-04               0.001480
sig_Sound2                         1.6405e-04             4.2524e-04
sig_Smell2                         6.4043e-04             9.2513e-04
sig_Colour2                         6.284e-05               0.001164
sig_Deadwood2                      2.0978e-04             7.0391e-04
beta_Gender                       -1.8900e-04            -1.7726e-04
beta_Age                          -1.0825e-04            -3.9214e-04
beta_Distance                       2.817e-06              5.668e-06
beta_Charity                       -9.076e-05            -2.8932e-04
beta_Income                       -1.4169e-04             -5.749e-05
beta_Impairment_Colour            -2.6031e-04             -6.770e-07
beta_Impairment_Smell               4.879e-05             1.4483e-04
beta_Impairment_Sound              1.8864e-04             1.0459e-04
beta_Country                      -3.9914e-04              1.818e-05
beta_White                         -6.832e-05              5.787e-05
beta_Urbanicity                    -8.545e-05              8.597e-05
beta_MostRecentVisit               -7.833e-05              7.405e-05
beta_WoodlandsScore                -4.013e-06             -7.243e-06
                                 sig_Deadwood             sig_Sound2
asc_C                              2.7461e-04            -2.2205e-04
mu_Tax                               0.001008             3.9348e-04
mu_Colour2                         1.5173e-04              6.745e-05
mu_Colour                          3.2572e-04            -1.4425e-04
mu_Smell2                           1.719e-05              1.924e-05
mu_Smell                          -1.1927e-04             1.6896e-04
mu_Sound2                          1.9007e-04            -1.3592e-04
mu_Sound                           5.9829e-04             1.0128e-04
mu_Deadwood2                       3.3974e-04             1.1646e-04
mu_Deadwood                        4.1291e-04             -6.659e-05
sig_Tax                           -4.0134e-04            -1.7232e-04
sig_Sound                         -1.7363e-04             8.5929e-04
sig_Smell                         -6.0292e-04             1.6405e-04
sig_Colour                           0.001480             4.2524e-04
sig_Deadwood                         0.008297             1.5434e-04
sig_Sound2                         1.5434e-04               0.002659
sig_Smell2                         5.7304e-04             5.5308e-04
sig_Colour2                        5.9664e-04             4.1546e-04
sig_Deadwood2                      3.9743e-04             4.8134e-04
beta_Gender                         6.596e-05              1.862e-05
beta_Age                          -2.5957e-04             -7.431e-05
beta_Distance                       7.957e-06             -1.094e-07
beta_Charity                        4.548e-05              7.475e-05
beta_Income                       -2.2438e-04             -6.304e-05
beta_Impairment_Colour             -3.697e-05              3.146e-05
beta_Impairment_Smell              -9.854e-05             -2.710e-05
beta_Impairment_Sound              1.1566e-04              3.531e-05
beta_Country                        1.251e-05            -1.0070e-04
beta_White                        -1.1630e-04              5.060e-05
beta_Urbanicity                   -5.0870e-04             -9.071e-05
beta_MostRecentVisit               -4.055e-05              3.247e-06
beta_WoodlandsScore                 1.931e-06             -7.650e-08
                                   sig_Smell2            sig_Colour2
asc_C                             -4.2207e-04            -1.4632e-04
mu_Tax                             5.7325e-04             5.9870e-04
mu_Colour2                        -3.7054e-04            -1.7780e-04
mu_Colour                         -5.1196e-04             -5.943e-05
mu_Smell2                         -1.6869e-04            -2.6530e-04
mu_Smell                           2.3236e-04             1.2409e-04
mu_Sound2                           9.698e-05             2.5631e-04
mu_Sound                           2.8377e-04             1.1440e-04
mu_Deadwood2                       1.3163e-04             3.9765e-04
mu_Deadwood                       -1.8633e-04             -2.478e-06
sig_Tax                           -2.8519e-04            -4.0094e-04
sig_Sound                         -3.1980e-04            -4.9736e-04
sig_Smell                          6.4043e-04              6.284e-05
sig_Colour                         9.2513e-04               0.001164
sig_Deadwood                       5.7304e-04             5.9664e-04
sig_Sound2                         5.5308e-04             4.1546e-04
sig_Smell2                           0.004527             4.3024e-04
sig_Colour2                        4.3024e-04               0.002940
sig_Deadwood2                      3.6269e-04             6.1580e-04
beta_Gender                         8.501e-05             -3.465e-05
beta_Age                          -1.4665e-04            -1.3855e-04
beta_Distance                      -3.189e-06              2.727e-06
beta_Charity                        5.452e-05             -3.569e-05
beta_Income                       -1.1258e-04             -5.878e-05
beta_Impairment_Colour             -8.223e-05              3.454e-05
beta_Impairment_Smell              -5.307e-05             -5.751e-05
beta_Impairment_Sound              2.6430e-04              6.217e-05
beta_Country                      -1.4349e-04             -1.456e-05
beta_White                         -3.240e-06              9.042e-06
beta_Urbanicity                   -1.3245e-04             -5.374e-05
beta_MostRecentVisit               -1.448e-05              7.723e-06
beta_WoodlandsScore                 5.340e-07             -4.297e-07
                                sig_Deadwood2            beta_Gender
asc_C                               1.325e-05              -0.002009
mu_Tax                             3.0638e-04             1.1832e-04
mu_Colour2                          8.486e-06             -7.046e-06
mu_Colour                           3.922e-05             -1.171e-05
mu_Smell2                           1.553e-05              2.526e-06
mu_Smell                           1.2840e-04              5.785e-06
mu_Sound2                           8.411e-05             -9.375e-06
mu_Sound                            2.874e-05             -4.083e-06
mu_Deadwood2                       1.8594e-04             -1.202e-06
mu_Deadwood                         1.275e-05             -2.481e-05
sig_Tax                           -1.3694e-04              2.076e-05
sig_Sound                         -2.0279e-04             -6.440e-05
sig_Smell                          2.0978e-04            -1.8900e-04
sig_Colour                         7.0391e-04            -1.7726e-04
sig_Deadwood                       3.9743e-04              6.596e-05
sig_Sound2                         4.8134e-04              1.862e-05
sig_Smell2                         3.6269e-04              8.501e-05
sig_Colour2                        6.1580e-04             -3.465e-05
sig_Deadwood2                        0.003556             -6.549e-05
beta_Gender                        -6.549e-05               0.005123
beta_Age                           -4.942e-06              -0.001167
beta_Distance                      -1.024e-06             -6.803e-06
beta_Charity                       -3.841e-05              4.747e-05
beta_Income                         2.618e-05            -2.3889e-04
beta_Impairment_Colour             -4.691e-05             2.1022e-04
beta_Impairment_Smell              -5.908e-05             1.6681e-04
beta_Impairment_Sound               5.830e-05            -3.9340e-04
beta_Country                        3.663e-05             1.3135e-04
beta_White                         -4.364e-05            -1.4849e-04
beta_Urbanicity                    -5.929e-05             -9.040e-06
beta_MostRecentVisit               -1.647e-05             -3.153e-05
beta_WoodlandsScore                -2.232e-07              8.741e-06
                                     beta_Age          beta_Distance
asc_C                               -0.001401            -1.7166e-04
mu_Tax                            -1.1103e-04             -4.485e-06
mu_Colour2                         -8.064e-06              8.139e-07
mu_Colour                          -5.512e-06              9.113e-07
mu_Smell2                           1.034e-05             -5.431e-07
mu_Smell                           -5.719e-05              1.015e-06
mu_Sound2                          -3.887e-05              1.795e-07
mu_Sound                           -3.010e-05             -8.502e-08
mu_Deadwood2                      -1.0883e-04              1.435e-06
mu_Deadwood                        -5.897e-05              1.869e-06
sig_Tax                           -2.1954e-04              2.836e-06
sig_Sound                          1.1104e-04              3.771e-06
sig_Smell                         -1.0825e-04              2.817e-06
sig_Colour                        -3.9214e-04              5.668e-06
sig_Deadwood                      -2.5957e-04              7.957e-06
sig_Sound2                         -7.431e-05             -1.094e-07
sig_Smell2                        -1.4665e-04             -3.189e-06
sig_Colour2                       -1.3855e-04              2.727e-06
sig_Deadwood2                      -4.942e-06             -1.024e-06
beta_Gender                         -0.001167             -6.803e-06
beta_Age                             0.006609              8.043e-06
beta_Distance                       8.043e-06              1.468e-05
beta_Charity                      -1.9634e-04             -2.172e-05
beta_Income                       -4.0912e-04              6.049e-06
beta_Impairment_Colour             5.3010e-04             -1.011e-05
beta_Impairment_Smell              8.7691e-04              5.281e-06
beta_Impairment_Sound              -8.784e-05             -1.164e-06
beta_Country                      -1.2617e-04              9.505e-06
beta_White                          -0.001884              1.373e-05
beta_Urbanicity                   -1.7116e-04              1.293e-05
beta_MostRecentVisit               5.4101e-04              1.205e-05
beta_WoodlandsScore                -4.364e-06             -4.921e-09
                                 beta_Charity            beta_Income
asc_C                               -0.001362              -0.001065
mu_Tax                              7.124e-05            -1.5114e-04
mu_Colour2                         -3.688e-07              7.790e-06
mu_Colour                          -5.945e-05              2.102e-05
mu_Smell2                           5.804e-06             -1.522e-05
mu_Smell                            7.403e-05             -4.128e-05
mu_Sound2                           5.190e-06             -2.957e-05
mu_Sound                            7.328e-05             -8.252e-05
mu_Deadwood2                        5.442e-05             -5.741e-05
mu_Deadwood                         5.491e-05             -1.617e-05
sig_Tax                            1.0043e-04             1.2607e-04
sig_Sound                          3.7796e-04             -7.638e-05
sig_Smell                          -9.076e-05            -1.4169e-04
sig_Colour                        -2.8932e-04             -5.749e-05
sig_Deadwood                        4.548e-05            -2.2438e-04
sig_Sound2                          7.475e-05             -6.304e-05
sig_Smell2                          5.452e-05            -1.1258e-04
sig_Colour2                        -3.569e-05             -5.878e-05
sig_Deadwood2                      -3.841e-05              2.618e-05
beta_Gender                         4.747e-05            -2.3889e-04
beta_Age                          -1.9634e-04            -4.0912e-04
beta_Distance                      -2.172e-05              6.049e-06
beta_Charity                         0.006683            -1.3266e-04
beta_Income                       -1.3266e-04               0.003039
beta_Impairment_Colour            -8.7455e-04             5.0259e-04
beta_Impairment_Smell             -6.6438e-04             2.8822e-04
beta_Impairment_Sound               -0.001279             3.0299e-04
beta_Country                       7.4815e-04              9.510e-05
beta_White                         -2.723e-05             2.5126e-04
beta_Urbanicity                    3.3206e-04             -5.735e-05
beta_MostRecentVisit              -5.0490e-04            -1.5064e-04
beta_WoodlandsScore                 6.041e-06             -3.646e-06
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.001530              -0.001892
mu_Tax                             1.5632e-04             -3.065e-05
mu_Colour2                          1.756e-05             -2.699e-06
mu_Colour                          -1.299e-05              6.402e-07
mu_Smell2                          -1.393e-05             -3.266e-06
mu_Smell                            4.008e-05              1.624e-05
mu_Sound2                           8.076e-06             -1.536e-05
mu_Sound                            1.842e-05             -1.342e-05
mu_Deadwood2                        4.085e-05              3.083e-06
mu_Deadwood                         5.280e-05              1.276e-05
sig_Tax                             8.068e-05              6.693e-05
sig_Sound                          1.0190e-04              8.698e-05
sig_Smell                         -2.6031e-04              4.879e-05
sig_Colour                         -6.770e-07             1.4483e-04
sig_Deadwood                       -3.697e-05             -9.854e-05
sig_Sound2                          3.146e-05             -2.710e-05
sig_Smell2                         -8.223e-05             -5.307e-05
sig_Colour2                         3.454e-05             -5.751e-05
sig_Deadwood2                      -4.691e-05             -5.908e-05
beta_Gender                        2.1022e-04             1.6681e-04
beta_Age                           5.3010e-04             8.7691e-04
beta_Distance                      -1.011e-05              5.281e-06
beta_Charity                      -8.7455e-04            -6.6438e-04
beta_Income                        5.0259e-04             2.8822e-04
beta_Impairment_Colour               0.011692              -0.003148
beta_Impairment_Smell               -0.003148               0.012424
beta_Impairment_Sound               -0.002984              -0.003545
beta_Country                        9.296e-05             3.9408e-04
beta_White                         2.2562e-04             -3.694e-06
beta_Urbanicity                    -1.220e-05             1.8814e-04
beta_MostRecentVisit               -7.951e-06            -1.5386e-04
beta_WoodlandsScore                 3.734e-06              9.340e-06
                        beta_Impairment_Sound           beta_Country
asc_C                             -9.0031e-04              -0.002419
mu_Tax                              6.228e-05             -2.342e-05
mu_Colour2                         -1.480e-05              2.426e-05
mu_Colour                          -3.395e-05              2.665e-05
mu_Smell2                           1.674e-06             -7.446e-06
mu_Smell                            5.471e-05             -2.968e-05
mu_Sound2                           1.567e-05             -9.725e-06
mu_Sound                            7.567e-06             -3.630e-05
mu_Deadwood2                        5.262e-05             -1.761e-05
mu_Deadwood                        -1.602e-05              1.440e-05
sig_Tax                           -1.2631e-04             -2.269e-06
sig_Sound                         -5.8773e-04            -1.2349e-04
sig_Smell                          1.8864e-04            -3.9914e-04
sig_Colour                         1.0459e-04              1.818e-05
sig_Deadwood                       1.1566e-04              1.251e-05
sig_Sound2                          3.531e-05            -1.0070e-04
sig_Smell2                         2.6430e-04            -1.4349e-04
sig_Colour2                         6.217e-05             -1.456e-05
sig_Deadwood2                       5.830e-05              3.663e-05
beta_Gender                       -3.9340e-04             1.3135e-04
beta_Age                           -8.784e-05            -1.2617e-04
beta_Distance                      -1.164e-06              9.505e-06
beta_Charity                        -0.001279             7.4815e-04
beta_Income                        3.0299e-04              9.510e-05
beta_Impairment_Colour              -0.002984              9.296e-05
beta_Impairment_Smell               -0.003545             3.9408e-04
beta_Impairment_Sound                0.014284             1.6992e-04
beta_Country                       1.6992e-04               0.005369
beta_White                          2.206e-05              -0.001244
beta_Urbanicity                    1.4108e-04             4.5084e-04
beta_MostRecentVisit              -1.5391e-04             -3.495e-05
beta_WoodlandsScore                 1.383e-05             -8.975e-06
                                   beta_White        beta_Urbanicity
asc_C                               -0.003586              -0.004295
mu_Tax                             -7.319e-05             -5.256e-05
mu_Colour2                          1.414e-05              1.145e-06
mu_Colour                          -4.829e-06             -1.737e-06
mu_Smell2                          -2.402e-05             -1.213e-05
mu_Smell                            3.144e-05              8.050e-06
mu_Sound2                          -1.638e-05             -2.811e-05
mu_Sound                           -3.565e-05             -6.397e-05
mu_Deadwood2                       -7.563e-06             -3.180e-05
mu_Deadwood                         2.781e-05              3.064e-06
sig_Tax                            -2.206e-05            -1.5409e-04
sig_Sound                          -7.694e-05              4.000e-06
sig_Smell                          -6.832e-05             -8.545e-05
sig_Colour                          5.787e-05              8.597e-05
sig_Deadwood                      -1.1630e-04            -5.0870e-04
sig_Sound2                          5.060e-05             -9.071e-05
sig_Smell2                         -3.240e-06            -1.3245e-04
sig_Colour2                         9.042e-06             -5.374e-05
sig_Deadwood2                      -4.364e-05             -5.929e-05
beta_Gender                       -1.4849e-04             -9.040e-06
beta_Age                            -0.001884            -1.7116e-04
beta_Distance                       1.373e-05              1.293e-05
beta_Charity                       -2.723e-05             3.3206e-04
beta_Income                        2.5126e-04             -5.735e-05
beta_Impairment_Colour             2.2562e-04             -1.220e-05
beta_Impairment_Smell              -3.694e-06             1.8814e-04
beta_Impairment_Sound               2.206e-05             1.4108e-04
beta_Country                        -0.001244             4.5084e-04
beta_White                           0.007234             -3.955e-05
beta_Urbanicity                    -3.955e-05               0.005707
beta_MostRecentVisit               -4.809e-05             1.8315e-04
beta_WoodlandsScore                -7.578e-06             -6.705e-06
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.001101            -1.4900e-04
mu_Tax                              3.141e-05              2.898e-06
mu_Colour2                          9.552e-07             -7.549e-08
mu_Colour                          -1.265e-06             -3.967e-07
mu_Smell2                           1.183e-06             -2.097e-07
mu_Smell                            1.159e-05              3.630e-07
mu_Sound2                           1.931e-06             -4.972e-07
mu_Sound                            1.752e-07             -1.006e-07
mu_Deadwood2                        6.453e-06             -7.086e-07
mu_Deadwood                         7.216e-07             -7.783e-08
sig_Tax                             3.703e-05             -1.097e-06
sig_Sound                           2.115e-06             -1.346e-07
sig_Smell                          -7.833e-05             -4.013e-06
sig_Colour                          7.405e-05             -7.243e-06
sig_Deadwood                       -4.055e-05              1.931e-06
sig_Sound2                          3.247e-06             -7.650e-08
sig_Smell2                         -1.448e-05              5.340e-07
sig_Colour2                         7.723e-06             -4.297e-07
sig_Deadwood2                      -1.647e-05             -2.232e-07
beta_Gender                        -3.153e-05              8.741e-06
beta_Age                           5.4101e-04             -4.364e-06
beta_Distance                       1.205e-05             -4.921e-09
beta_Charity                      -5.0490e-04              6.041e-06
beta_Income                       -1.5064e-04             -3.646e-06
beta_Impairment_Colour             -7.951e-06              3.734e-06
beta_Impairment_Smell             -1.5386e-04              9.340e-06
beta_Impairment_Sound             -1.5391e-04              1.383e-05
beta_Country                       -3.495e-05             -8.975e-06
beta_White                         -4.809e-05             -7.578e-06
beta_Urbanicity                    1.8315e-04             -6.705e-06
beta_MostRecentVisit               5.7979e-04             -2.553e-06
beta_WoodlandsScore                -2.553e-06              3.328e-06

Robust covariance matrix:
                                        asc_C                 mu_Tax
asc_C                                0.052931            -6.9719e-04
mu_Tax                            -6.9719e-04               0.012906
mu_Colour2                           0.001133            -3.9101e-04
mu_Colour                            0.001212            -8.0262e-04
mu_Smell2                          8.8164e-04             1.2269e-04
mu_Smell                           5.4952e-04               0.002347
mu_Sound2                            0.001177            -1.7263e-04
mu_Sound                           7.9165e-04               0.001324
mu_Deadwood2                       8.2403e-04               0.002066
mu_Deadwood                          0.001820             7.1015e-04
sig_Tax                           -5.0401e-04              -0.007445
sig_Sound                            0.001330              -0.001213
sig_Smell                          7.5199e-04              -0.001930
sig_Colour                        -8.8716e-04               0.004695
sig_Deadwood                       1.3322e-04               0.001815
sig_Sound2                        -3.4877e-04             9.9591e-04
sig_Smell2                        -3.5989e-04               0.001156
sig_Colour2                        1.2049e-04               0.001637
sig_Deadwood2                      3.0029e-04             7.5970e-04
beta_Gender                         -0.003656             3.4444e-04
beta_Age                            -0.003660             8.3132e-04
beta_Distance                     -4.8961e-04              8.360e-07
beta_Charity                        -0.003073              4.686e-05
beta_Income                         -0.002630             -6.295e-05
beta_Impairment_Colour              -0.001221            -3.4668e-04
beta_Impairment_Smell               -0.006315             6.5351e-04
beta_Impairment_Sound               -0.005033              7.149e-05
beta_Country                        -0.006142             1.2800e-04
beta_White                          -0.008765            -3.6729e-04
beta_Urbanicity                     -0.008330            -8.4054e-04
beta_MostRecentVisit                -0.002299              5.843e-05
beta_WoodlandsScore               -3.3696e-04              1.104e-05
                                   mu_Colour2              mu_Colour
asc_C                                0.001133               0.001212
mu_Tax                            -3.9101e-04            -8.0262e-04
mu_Colour2                           0.001827             9.9709e-04
mu_Colour                          9.9709e-04               0.002854
mu_Smell2                          3.4520e-04             5.3075e-04
mu_Smell                           -1.716e-05              -0.001056
mu_Sound2                          2.6496e-04             1.7780e-04
mu_Sound                          -1.0350e-04              -0.001138
mu_Deadwood2                        8.202e-05              8.407e-05
mu_Deadwood                        7.2046e-04             5.4397e-04
sig_Tax                            6.2623e-04             9.7056e-04
sig_Sound                          3.1650e-04             1.3672e-04
sig_Smell                          2.3646e-04            -3.3827e-04
sig_Colour                        -4.3032e-04             -7.452e-05
sig_Deadwood                       1.9504e-04             6.1254e-04
sig_Sound2                          9.870e-06            -3.3724e-04
sig_Smell2                        -5.3888e-04            -8.0973e-04
sig_Colour2                       -3.0818e-04            -2.7501e-04
sig_Deadwood2                       3.403e-05             -6.653e-05
beta_Gender                        -1.449e-05             -6.299e-05
beta_Age                          -3.9116e-04            -3.4702e-04
beta_Distance                       5.120e-06             -1.378e-05
beta_Charity                       1.9925e-04              6.612e-05
beta_Income                       -1.1598e-04             -3.514e-05
beta_Impairment_Colour             2.0488e-04             1.5051e-04
beta_Impairment_Smell             -2.9065e-04            -3.1455e-04
beta_Impairment_Sound             -1.2108e-04             1.7877e-04
beta_Country                        7.638e-05            -2.4591e-04
beta_White                         -9.940e-05              7.458e-05
beta_Urbanicity                     1.396e-06              2.429e-05
beta_MostRecentVisit                5.216e-05              3.281e-05
beta_WoodlandsScore                -4.529e-06             -4.419e-07
                                    mu_Smell2               mu_Smell
asc_C                              8.8164e-04             5.4952e-04
mu_Tax                             1.2269e-04               0.002347
mu_Colour2                         3.4520e-04             -1.716e-05
mu_Colour                          5.3075e-04              -0.001056
mu_Smell2                            0.001257             5.1719e-04
mu_Smell                           5.1719e-04               0.003403
mu_Sound2                           6.009e-05             1.2351e-04
mu_Sound                           -1.674e-05             7.9116e-04
mu_Deadwood2                       1.4107e-04             9.8174e-04
mu_Deadwood                        3.7821e-04             2.7574e-04
sig_Tax                             6.572e-06              -0.002406
sig_Sound                          5.7540e-04             1.0264e-04
sig_Smell                          1.2127e-04             9.8158e-04
sig_Colour                        -2.2810e-04             7.6344e-04
sig_Deadwood                       1.8366e-04            -1.0612e-04
sig_Sound2                         -5.147e-05             5.8920e-04
sig_Smell2                        -2.0779e-04             7.5426e-04
sig_Colour2                       -4.3904e-04             4.9382e-04
sig_Deadwood2                       6.163e-07             5.6796e-04
beta_Gender                        -2.310e-06            -1.9754e-04
beta_Age                            1.275e-05             3.4833e-04
beta_Distance                       3.430e-07              1.739e-05
beta_Charity                       -6.430e-05              5.826e-06
beta_Income                        -5.377e-05              4.173e-05
beta_Impairment_Colour             2.7569e-04            -1.8090e-04
beta_Impairment_Smell              -4.183e-05              6.665e-05
beta_Impairment_Sound               3.893e-05             3.5967e-04
beta_Country                      -1.9119e-04             2.4572e-04
beta_White                         -9.058e-06              6.831e-05
beta_Urbanicity                    -4.456e-05             -3.478e-05
beta_MostRecentVisit               -1.385e-06              1.961e-05
beta_WoodlandsScore                -1.379e-06             -2.747e-06
                                    mu_Sound2               mu_Sound
asc_C                                0.001177             7.9165e-04
mu_Tax                            -1.7263e-04               0.001324
mu_Colour2                         2.6496e-04            -1.0350e-04
mu_Colour                          1.7780e-04              -0.001138
mu_Smell2                           6.009e-05             -1.674e-05
mu_Smell                           1.2351e-04             7.9116e-04
mu_Sound2                            0.001677             9.6673e-04
mu_Sound                           9.6673e-04               0.003059
mu_Deadwood2                       2.3174e-04             2.3466e-04
mu_Deadwood                        3.4791e-04             2.7643e-04
sig_Tax                            2.8622e-04              -0.001049
sig_Sound                          5.3016e-04               0.001477
sig_Smell                          4.8370e-04              6.271e-05
sig_Colour                        -3.1582e-04             2.6291e-04
sig_Deadwood                       2.2131e-04             7.3876e-04
sig_Sound2                         1.4622e-04             6.4783e-04
sig_Smell2                         -7.227e-05             4.2548e-04
sig_Colour2                        2.5143e-04             3.6827e-04
sig_Deadwood2                      -3.854e-05             1.8226e-04
beta_Gender                         5.191e-05              1.174e-05
beta_Age                          -1.7359e-04              9.733e-05
beta_Distance                      -1.397e-06              1.548e-05
beta_Charity                       1.3432e-04             2.0604e-04
beta_Income                        -8.176e-05            -2.0344e-04
beta_Impairment_Colour              9.292e-06            -1.1941e-04
beta_Impairment_Smell             -1.3050e-04             5.3256e-04
beta_Impairment_Sound              2.3805e-04            -3.3197e-04
beta_Country                      -1.1134e-04             1.4466e-04
beta_White                        -1.7170e-04            -1.5922e-04
beta_Urbanicity                   -3.1246e-04            -2.8099e-04
beta_MostRecentVisit               -1.835e-05             -1.600e-05
beta_WoodlandsScore                 7.811e-07              7.202e-07
                                 mu_Deadwood2            mu_Deadwood
asc_C                              8.2403e-04               0.001820
mu_Tax                               0.002066             7.1015e-04
mu_Colour2                          8.202e-05             7.2046e-04
mu_Colour                           8.407e-05             5.4397e-04
mu_Smell2                          1.4107e-04             3.7821e-04
mu_Smell                           9.8174e-04             2.7574e-04
mu_Sound2                          2.3174e-04             3.4791e-04
mu_Sound                           2.3466e-04             2.7643e-04
mu_Deadwood2                         0.002136             9.4682e-04
mu_Deadwood                        9.4682e-04               0.002609
sig_Tax                             -0.001904            -5.1530e-04
sig_Sound                           5.928e-05               0.001485
sig_Smell                           8.114e-05            -2.9826e-04
sig_Colour                           0.001381             5.1824e-04
sig_Deadwood                       3.6110e-04             7.0215e-04
sig_Sound2                         2.6198e-04              2.496e-05
sig_Smell2                         2.9794e-04             -3.422e-05
sig_Colour2                        6.6836e-04            -2.1796e-04
sig_Deadwood2                      6.3914e-04             2.7697e-04
beta_Gender                        2.4345e-04              5.470e-05
beta_Age                          -2.2413e-04            -3.0478e-04
beta_Distance                       2.463e-06             -3.337e-06
beta_Charity                       1.4342e-04              2.880e-05
beta_Income                        -5.792e-05            -1.3969e-04
beta_Impairment_Colour             -5.740e-05            -1.0895e-04
beta_Impairment_Smell               9.894e-06            -1.1737e-04
beta_Impairment_Sound               5.419e-05            -5.5177e-04
beta_Country                        6.976e-05             2.1700e-04
beta_White                         -3.053e-05            -3.0524e-04
beta_Urbanicity                   -2.5234e-04             -8.238e-06
beta_MostRecentVisit               -9.339e-06              5.786e-05
beta_WoodlandsScore                -1.161e-06             -5.615e-07
                                      sig_Tax              sig_Sound
asc_C                             -5.0401e-04               0.001330
mu_Tax                              -0.007445              -0.001213
mu_Colour2                         6.2623e-04             3.1650e-04
mu_Colour                          9.7056e-04             1.3672e-04
mu_Smell2                           6.572e-06             5.7540e-04
mu_Smell                            -0.002406             1.0264e-04
mu_Sound2                          2.8622e-04             5.3016e-04
mu_Sound                            -0.001049               0.001477
mu_Deadwood2                        -0.001904              5.928e-05
mu_Deadwood                       -5.1530e-04               0.001485
sig_Tax                              0.014635               0.002498
sig_Sound                            0.002498               0.020549
sig_Smell                            0.001806             2.2640e-04
sig_Colour                          -0.003312              -0.004662
sig_Deadwood                      -6.0758e-04              -0.001183
sig_Sound2                        -5.8851e-04               0.001642
sig_Smell2                        -7.5331e-04              -0.001144
sig_Colour2                         -0.001466              -0.001310
sig_Deadwood2                     -5.2394e-04            -6.7582e-04
beta_Gender                         5.802e-05             1.3241e-04
beta_Age                            -0.001354             7.9729e-04
beta_Distance                      -7.965e-06             -6.727e-05
beta_Charity                       3.4804e-04             1.2353e-04
beta_Income                        1.2077e-04            -1.2376e-04
beta_Impairment_Colour             8.3018e-04             4.6655e-04
beta_Impairment_Smell             -3.6167e-04            -1.7787e-04
beta_Impairment_Sound             -5.0032e-04              -0.001938
beta_Country                       -9.060e-05            -3.0206e-04
beta_White                         2.7993e-04            -5.5980e-04
beta_Urbanicity                    1.6218e-04               0.001142
beta_MostRecentVisit               1.4388e-04             1.8007e-04
beta_WoodlandsScore                -3.559e-06             -2.000e-05
                                    sig_Smell             sig_Colour
asc_C                              7.5199e-04            -8.8716e-04
mu_Tax                              -0.001930               0.004695
mu_Colour2                         2.3646e-04            -4.3032e-04
mu_Colour                         -3.3827e-04             -7.452e-05
mu_Smell2                          1.2127e-04            -2.2810e-04
mu_Smell                           9.8158e-04             7.6344e-04
mu_Sound2                          4.8370e-04            -3.1582e-04
mu_Sound                            6.271e-05             2.6291e-04
mu_Deadwood2                        8.114e-05               0.001381
mu_Deadwood                       -2.9826e-04             5.1824e-04
sig_Tax                              0.001806              -0.003312
sig_Sound                          2.2640e-04              -0.004662
sig_Smell                            0.015463              -0.004293
sig_Colour                          -0.004293               0.021125
sig_Deadwood                      -6.2163e-04               0.003328
sig_Sound2                        -1.2535e-04               0.001487
sig_Smell2                          5.041e-05               0.003326
sig_Colour2                       -1.6543e-04               0.003150
sig_Deadwood2                      1.7226e-04               0.001648
beta_Gender                         7.151e-05            -5.6648e-04
beta_Age                          -6.9264e-04             7.4152e-04
beta_Distance                      -2.047e-05             1.5229e-04
beta_Charity                      -4.9601e-04            -4.5895e-04
beta_Income                       -3.7179e-04             2.9709e-04
beta_Impairment_Colour             5.6823e-04              -0.001637
beta_Impairment_Smell              -1.421e-05             -4.255e-05
beta_Impairment_Sound                0.001128             3.4460e-04
beta_Country                        -0.001454             9.4960e-04
beta_White                         8.1984e-04             5.1392e-04
beta_Urbanicity                    5.6404e-04              -0.001884
beta_MostRecentVisit               -5.223e-05             3.8806e-04
beta_WoodlandsScore                -1.262e-05             -1.149e-05
                                 sig_Deadwood             sig_Sound2
asc_C                              1.3322e-04            -3.4877e-04
mu_Tax                               0.001815             9.9591e-04
mu_Colour2                         1.9504e-04              9.870e-06
mu_Colour                          6.1254e-04            -3.3724e-04
mu_Smell2                          1.8366e-04             -5.147e-05
mu_Smell                          -1.0612e-04             5.8920e-04
mu_Sound2                          2.2131e-04             1.4622e-04
mu_Sound                           7.3876e-04             6.4783e-04
mu_Deadwood2                       3.6110e-04             2.6198e-04
mu_Deadwood                        7.0215e-04              2.496e-05
sig_Tax                           -6.0758e-04            -5.8851e-04
sig_Sound                           -0.001183               0.001642
sig_Smell                         -6.2163e-04            -1.2535e-04
sig_Colour                           0.003328               0.001487
sig_Deadwood                         0.009062             5.0244e-04
sig_Sound2                         5.0244e-04               0.003003
sig_Smell2                           0.001092               0.001220
sig_Colour2                          0.001144             7.9474e-04
sig_Deadwood2                      8.0640e-04             6.7094e-04
beta_Gender                        -8.417e-05             -2.409e-05
beta_Age                            3.783e-05              6.563e-05
beta_Distance                       4.752e-05              2.385e-05
beta_Charity                       6.1797e-04             1.2351e-04
beta_Income                        1.9012e-04             -6.316e-05
beta_Impairment_Colour            -7.8119e-04            -1.1086e-04
beta_Impairment_Smell             -3.4462e-04             1.9971e-04
beta_Impairment_Sound              6.4397e-04             -9.836e-05
beta_Country                      -5.6792e-04              9.150e-05
beta_White                         4.6632e-04             1.2842e-04
beta_Urbanicity                     -0.001030             -9.332e-05
beta_MostRecentVisit               -2.617e-05              6.386e-05
beta_WoodlandsScore                 5.448e-06             -2.368e-06
                                   sig_Smell2            sig_Colour2
asc_C                             -3.5989e-04             1.2049e-04
mu_Tax                               0.001156               0.001637
mu_Colour2                        -5.3888e-04            -3.0818e-04
mu_Colour                         -8.0973e-04            -2.7501e-04
mu_Smell2                         -2.0779e-04            -4.3904e-04
mu_Smell                           7.5426e-04             4.9382e-04
mu_Sound2                          -7.227e-05             2.5143e-04
mu_Sound                           4.2548e-04             3.6827e-04
mu_Deadwood2                       2.9794e-04             6.6836e-04
mu_Deadwood                        -3.422e-05            -2.1796e-04
sig_Tax                           -7.5331e-04              -0.001466
sig_Sound                           -0.001144              -0.001310
sig_Smell                           5.041e-05            -1.6543e-04
sig_Colour                           0.003326               0.003150
sig_Deadwood                         0.001092               0.001144
sig_Sound2                           0.001220             7.9474e-04
sig_Smell2                           0.005454               0.001209
sig_Colour2                          0.001209               0.003579
sig_Deadwood2                      7.6785e-04             9.4583e-04
beta_Gender                       -2.4693e-04             -5.369e-05
beta_Age                           1.7683e-04             -8.821e-05
beta_Distance                       2.594e-05              1.072e-05
beta_Charity                       1.0641e-04              2.724e-06
beta_Income                         6.361e-05              9.076e-05
beta_Impairment_Colour              -0.001073            -4.3397e-04
beta_Impairment_Smell             -1.3969e-04            -1.5875e-04
beta_Impairment_Sound              7.8111e-04             2.1688e-04
beta_Country                       2.6296e-04              2.370e-05
beta_White                        -1.1411e-04             -2.693e-06
beta_Urbanicity                   -2.5014e-04            -2.3339e-04
beta_MostRecentVisit               -1.782e-05              3.101e-05
beta_WoodlandsScore                 2.322e-06             -1.487e-06
                                sig_Deadwood2            beta_Gender
asc_C                              3.0029e-04              -0.003656
mu_Tax                             7.5970e-04             3.4444e-04
mu_Colour2                          3.403e-05             -1.449e-05
mu_Colour                          -6.653e-05             -6.299e-05
mu_Smell2                           6.163e-07             -2.310e-06
mu_Smell                           5.6796e-04            -1.9754e-04
mu_Sound2                          -3.854e-05              5.191e-05
mu_Sound                           1.8226e-04              1.174e-05
mu_Deadwood2                       6.3914e-04             2.4345e-04
mu_Deadwood                        2.7697e-04              5.470e-05
sig_Tax                           -5.2394e-04              5.802e-05
sig_Sound                         -6.7582e-04             1.3241e-04
sig_Smell                          1.7226e-04              7.151e-05
sig_Colour                           0.001648            -5.6648e-04
sig_Deadwood                       8.0640e-04             -8.417e-05
sig_Sound2                         6.7094e-04             -2.409e-05
sig_Smell2                         7.6785e-04            -2.4693e-04
sig_Colour2                        9.4583e-04             -5.369e-05
sig_Deadwood2                        0.003841            -5.0174e-04
beta_Gender                       -5.0174e-04               0.011606
beta_Age                           3.1350e-04              -0.003489
beta_Distance                       2.603e-05             -7.909e-05
beta_Charity                       -2.105e-05               0.001748
beta_Income                        1.6724e-04              -0.001078
beta_Impairment_Colour            -7.3302e-04               0.001729
beta_Impairment_Smell             -3.1773e-04            -5.8263e-04
beta_Impairment_Sound              3.1356e-04              -0.002094
beta_Country                       1.4698e-04             -9.125e-05
beta_White                        -2.6835e-04             7.4977e-04
beta_Urbanicity                     2.537e-05              6.371e-05
beta_MostRecentVisit               1.6851e-04            -5.2798e-04
beta_WoodlandsScore                -7.144e-06              1.324e-05
                                     beta_Age          beta_Distance
asc_C                               -0.003660            -4.8961e-04
mu_Tax                             8.3132e-04              8.360e-07
mu_Colour2                        -3.9116e-04              5.120e-06
mu_Colour                         -3.4702e-04             -1.378e-05
mu_Smell2                           1.275e-05              3.430e-07
mu_Smell                           3.4833e-04              1.739e-05
mu_Sound2                         -1.7359e-04             -1.397e-06
mu_Sound                            9.733e-05              1.548e-05
mu_Deadwood2                      -2.2413e-04              2.463e-06
mu_Deadwood                       -3.0478e-04             -3.337e-06
sig_Tax                             -0.001354             -7.965e-06
sig_Sound                          7.9729e-04             -6.727e-05
sig_Smell                         -6.9264e-04             -2.047e-05
sig_Colour                         7.4152e-04             1.5229e-04
sig_Deadwood                        3.783e-05              4.752e-05
sig_Sound2                          6.563e-05              2.385e-05
sig_Smell2                         1.7683e-04              2.594e-05
sig_Colour2                        -8.821e-05              1.072e-05
sig_Deadwood2                      3.1350e-04              2.603e-05
beta_Gender                         -0.003489             -7.909e-05
beta_Age                             0.015408             1.1808e-04
beta_Distance                      1.1808e-04              4.284e-05
beta_Charity                        -0.001407            -1.0308e-04
beta_Income                        -7.677e-05             -5.431e-06
beta_Impairment_Colour              9.516e-05            -1.1377e-04
beta_Impairment_Smell                0.002995              5.430e-05
beta_Impairment_Sound                0.002387             1.7674e-04
beta_Country                       2.4461e-04             1.1319e-04
beta_White                          -0.005211              8.446e-06
beta_Urbanicity                     -0.001101             -3.423e-05
beta_MostRecentVisit                 0.001001              4.050e-05
beta_WoodlandsScore                -2.173e-06              4.932e-07
                                 beta_Charity            beta_Income
asc_C                               -0.003073              -0.002630
mu_Tax                              4.686e-05             -6.295e-05
mu_Colour2                         1.9925e-04            -1.1598e-04
mu_Colour                           6.612e-05             -3.514e-05
mu_Smell2                          -6.430e-05             -5.377e-05
mu_Smell                            5.826e-06              4.173e-05
mu_Sound2                          1.3432e-04             -8.176e-05
mu_Sound                           2.0604e-04            -2.0344e-04
mu_Deadwood2                       1.4342e-04             -5.792e-05
mu_Deadwood                         2.880e-05            -1.3969e-04
sig_Tax                            3.4804e-04             1.2077e-04
sig_Sound                          1.2353e-04            -1.2376e-04
sig_Smell                         -4.9601e-04            -3.7179e-04
sig_Colour                        -4.5895e-04             2.9709e-04
sig_Deadwood                       6.1797e-04             1.9012e-04
sig_Sound2                         1.2351e-04             -6.316e-05
sig_Smell2                         1.0641e-04              6.361e-05
sig_Colour2                         2.724e-06              9.076e-05
sig_Deadwood2                      -2.105e-05             1.6724e-04
beta_Gender                          0.001748              -0.001078
beta_Age                            -0.001407             -7.677e-05
beta_Distance                     -1.0308e-04             -5.431e-06
beta_Charity                         0.016223              4.220e-05
beta_Income                         4.220e-05               0.006902
beta_Impairment_Colour              -0.002212            -8.5436e-04
beta_Impairment_Smell               -0.001475               0.001231
beta_Impairment_Sound               -0.005079               0.001555
beta_Country                         0.002789             7.6732e-04
beta_White                        -2.8080e-04             -4.385e-05
beta_Urbanicity                    4.8627e-04            -5.2339e-04
beta_MostRecentVisit                -0.001429            -1.3278e-04
beta_WoodlandsScore                 1.274e-05             -7.586e-06
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.001221              -0.006315
mu_Tax                            -3.4668e-04             6.5351e-04
mu_Colour2                         2.0488e-04            -2.9065e-04
mu_Colour                          1.5051e-04            -3.1455e-04
mu_Smell2                          2.7569e-04             -4.183e-05
mu_Smell                          -1.8090e-04              6.665e-05
mu_Sound2                           9.292e-06            -1.3050e-04
mu_Sound                          -1.1941e-04             5.3256e-04
mu_Deadwood2                       -5.740e-05              9.894e-06
mu_Deadwood                       -1.0895e-04            -1.1737e-04
sig_Tax                            8.3018e-04            -3.6167e-04
sig_Sound                          4.6655e-04            -1.7787e-04
sig_Smell                          5.6823e-04             -1.421e-05
sig_Colour                          -0.001637             -4.255e-05
sig_Deadwood                      -7.8119e-04            -3.4462e-04
sig_Sound2                        -1.1086e-04             1.9971e-04
sig_Smell2                          -0.001073            -1.3969e-04
sig_Colour2                       -4.3397e-04            -1.5875e-04
sig_Deadwood2                     -7.3302e-04            -3.1773e-04
beta_Gender                          0.001729            -5.8263e-04
beta_Age                            9.516e-05               0.002995
beta_Distance                     -1.1377e-04              5.430e-05
beta_Charity                        -0.002212              -0.001475
beta_Income                       -8.5436e-04               0.001231
beta_Impairment_Colour               0.026458              -0.008123
beta_Impairment_Smell               -0.008123               0.024690
beta_Impairment_Sound               -0.009044              -0.002728
beta_Country                       2.8527e-04               0.001882
beta_White                          2.909e-05             1.4813e-04
beta_Urbanicity                    4.6892e-04             4.4314e-04
beta_MostRecentVisit               -4.419e-05            -8.3572e-04
beta_WoodlandsScore                 8.195e-06              4.225e-05
                        beta_Impairment_Sound           beta_Country
asc_C                               -0.005033              -0.006142
mu_Tax                              7.149e-05             1.2800e-04
mu_Colour2                        -1.2108e-04              7.638e-05
mu_Colour                          1.7877e-04            -2.4591e-04
mu_Smell2                           3.893e-05            -1.9119e-04
mu_Smell                           3.5967e-04             2.4572e-04
mu_Sound2                          2.3805e-04            -1.1134e-04
mu_Sound                          -3.3197e-04             1.4466e-04
mu_Deadwood2                        5.419e-05              6.976e-05
mu_Deadwood                       -5.5177e-04             2.1700e-04
sig_Tax                           -5.0032e-04             -9.060e-05
sig_Sound                           -0.001938            -3.0206e-04
sig_Smell                            0.001128              -0.001454
sig_Colour                         3.4460e-04             9.4960e-04
sig_Deadwood                       6.4397e-04            -5.6792e-04
sig_Sound2                         -9.836e-05              9.150e-05
sig_Smell2                         7.8111e-04             2.6296e-04
sig_Colour2                        2.1688e-04              2.370e-05
sig_Deadwood2                      3.1356e-04             1.4698e-04
beta_Gender                         -0.002094             -9.125e-05
beta_Age                             0.002387             2.4461e-04
beta_Distance                      1.7674e-04             1.1319e-04
beta_Charity                        -0.005079               0.002789
beta_Income                          0.001555             7.6732e-04
beta_Impairment_Colour              -0.009044             2.8527e-04
beta_Impairment_Smell               -0.002728               0.001882
beta_Impairment_Sound                0.029603            -1.7134e-04
beta_Country                      -1.7134e-04               0.012444
beta_White                           0.001359              -0.003110
beta_Urbanicity                   -7.2409e-04             4.2191e-04
beta_MostRecentVisit               1.8332e-04            -2.3429e-04
beta_WoodlandsScore                 3.072e-05             -1.807e-05
                                   beta_White        beta_Urbanicity
asc_C                               -0.008765              -0.008330
mu_Tax                            -3.6729e-04            -8.4054e-04
mu_Colour2                         -9.940e-05              1.396e-06
mu_Colour                           7.458e-05              2.429e-05
mu_Smell2                          -9.058e-06             -4.456e-05
mu_Smell                            6.831e-05             -3.478e-05
mu_Sound2                         -1.7170e-04            -3.1246e-04
mu_Sound                          -1.5922e-04            -2.8099e-04
mu_Deadwood2                       -3.053e-05            -2.5234e-04
mu_Deadwood                       -3.0524e-04             -8.238e-06
sig_Tax                            2.7993e-04             1.6218e-04
sig_Sound                         -5.5980e-04               0.001142
sig_Smell                          8.1984e-04             5.6404e-04
sig_Colour                         5.1392e-04              -0.001884
sig_Deadwood                       4.6632e-04              -0.001030
sig_Sound2                         1.2842e-04             -9.332e-05
sig_Smell2                        -1.1411e-04            -2.5014e-04
sig_Colour2                        -2.693e-06            -2.3339e-04
sig_Deadwood2                     -2.6835e-04              2.537e-05
beta_Gender                        7.4977e-04              6.371e-05
beta_Age                            -0.005211              -0.001101
beta_Distance                       8.446e-06             -3.423e-05
beta_Charity                      -2.8080e-04             4.8627e-04
beta_Income                        -4.385e-05            -5.2339e-04
beta_Impairment_Colour              2.909e-05             4.6892e-04
beta_Impairment_Smell              1.4813e-04             4.4314e-04
beta_Impairment_Sound                0.001359            -7.2409e-04
beta_Country                        -0.003110             4.2191e-04
beta_White                           0.016203             3.3501e-04
beta_Urbanicity                    3.3501e-04               0.013102
beta_MostRecentVisit              -1.8741e-04             4.2124e-04
beta_WoodlandsScore                 4.529e-06             -2.765e-05
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.002299            -3.3696e-04
mu_Tax                              5.843e-05              1.104e-05
mu_Colour2                          5.216e-05             -4.529e-06
mu_Colour                           3.281e-05             -4.419e-07
mu_Smell2                          -1.385e-06             -1.379e-06
mu_Smell                            1.961e-05             -2.747e-06
mu_Sound2                          -1.835e-05              7.811e-07
mu_Sound                           -1.600e-05              7.202e-07
mu_Deadwood2                       -9.339e-06             -1.161e-06
mu_Deadwood                         5.786e-05             -5.615e-07
sig_Tax                            1.4388e-04             -3.559e-06
sig_Sound                          1.8007e-04             -2.000e-05
sig_Smell                          -5.223e-05             -1.262e-05
sig_Colour                         3.8806e-04             -1.149e-05
sig_Deadwood                       -2.617e-05              5.448e-06
sig_Sound2                          6.386e-05             -2.368e-06
sig_Smell2                         -1.782e-05              2.322e-06
sig_Colour2                         3.101e-05             -1.487e-06
sig_Deadwood2                      1.6851e-04             -7.144e-06
beta_Gender                       -5.2798e-04              1.324e-05
beta_Age                             0.001001             -2.173e-06
beta_Distance                       4.050e-05              4.932e-07
beta_Charity                        -0.001429              1.274e-05
beta_Income                       -1.3278e-04             -7.586e-06
beta_Impairment_Colour             -4.419e-05              8.195e-06
beta_Impairment_Smell             -8.3572e-04              4.225e-05
beta_Impairment_Sound              1.8332e-04              3.072e-05
beta_Country                      -2.3429e-04             -1.807e-05
beta_White                        -1.8741e-04              4.529e-06
beta_Urbanicity                    4.2124e-04             -2.765e-05
beta_MostRecentVisit                 0.001348             -3.982e-06
beta_WoodlandsScore                -3.982e-06              7.002e-06

Classical correlation matrix:
                                        asc_C                 mu_Tax
asc_C                                1.000000               0.005757
mu_Tax                               0.005757               1.000000
mu_Colour2                           0.110597              -0.004756
mu_Colour                            0.143230              -0.112996
mu_Smell2                            0.140037               0.058442
mu_Smell                             0.065407               0.300145
mu_Sound2                            0.081166               0.108801
mu_Sound                             0.017915               0.266367
mu_Deadwood2                         0.091280               0.296710
mu_Deadwood                          0.145360               0.127559
sig_Tax                             -0.031954              -0.582933
sig_Sound                           -0.024557               0.022077
sig_Smell                            0.023946              -0.045307
sig_Colour                          -0.001256               0.133586
sig_Deadwood                         0.019545               0.099776
sig_Sound2                          -0.027919               0.068789
sig_Smell2                          -0.040669               0.076801
sig_Colour2                         -0.017496               0.099533
sig_Deadwood2                        0.001441               0.046309
beta_Gender                         -0.181982               0.014901
beta_Age                            -0.111699              -0.012310
beta_Distance                       -0.290468              -0.010552
beta_Charity                        -0.108025               0.007855
beta_Income                         -0.125177              -0.024711
beta_Impairment_Colour              -0.091726               0.013031
beta_Impairment_Smell               -0.110058              -0.002479
beta_Impairment_Sound               -0.048837               0.004697
beta_Country                        -0.214076              -0.002882
beta_White                          -0.273344              -0.007757
beta_Urbanicity                     -0.368606              -0.006272
beta_MostRecentVisit                -0.296491               0.011759
beta_WoodlandsScore                 -0.529482               0.014316
                                   mu_Colour2              mu_Colour
asc_C                                0.110597               0.143230
mu_Tax                              -0.004756              -0.112996
mu_Colour2                           1.000000               0.362797
mu_Colour                            0.362797               1.000000
mu_Smell2                            0.114825               0.224643
mu_Smell                            -0.055088              -0.328221
mu_Sound2                           -0.008461               0.057075
mu_Sound                            -0.198559              -0.433874
mu_Deadwood2                         0.019756               0.069856
mu_Deadwood                          0.227024               0.204438
sig_Tax                              0.010253               0.111998
sig_Sound                           -0.023644              -0.043554
sig_Smell                           -0.014781              -0.002002
sig_Colour                           0.004999               0.071002
sig_Deadwood                         0.039056               0.060393
sig_Sound2                           0.030673              -0.047249
sig_Smell2                          -0.129127              -0.128510
sig_Colour2                         -0.076887              -0.018511
sig_Deadwood2                        0.003336               0.011108
beta_Gender                         -0.002308              -0.002763
beta_Age                            -0.002326              -0.001145
beta_Distance                        0.004981               0.004017
beta_Charity                      -1.0578e-04              -0.012282
beta_Income                          0.003313               0.006438
beta_Impairment_Colour               0.003807              -0.002029
beta_Impairment_Smell             -5.6775e-04              9.699e-05
beta_Impairment_Sound               -0.002903              -0.004797
beta_Country                         0.007764               0.006144
beta_White                           0.003899            -9.5892e-04
beta_Urbanicity                    3.5550e-04            -3.8821e-04
beta_MostRecentVisit               9.3016e-04            -8.8740e-04
beta_WoodlandsScore               -9.7019e-04              -0.003672
                                    mu_Smell2               mu_Smell
asc_C                                0.140037               0.065407
mu_Tax                               0.058442               0.300145
mu_Colour2                           0.114825              -0.055088
mu_Colour                            0.224643              -0.328221
mu_Smell2                            1.000000               0.237411
mu_Smell                             0.237411               1.000000
mu_Sound2                           -0.025378               0.045700
mu_Sound                            -0.085099               0.178325
mu_Deadwood2                        -0.005767               0.241578
mu_Deadwood                          0.138660              -0.004907
sig_Tax                             -0.051682              -0.288973
sig_Sound                            0.005109              -0.017452
sig_Smell                            0.008463               0.091768
sig_Colour                           0.016004               0.053153
sig_Deadwood                         0.005146              -0.022803
sig_Sound2                           0.010178               0.057064
sig_Smell2                          -0.068374               0.060141
sig_Colour2                         -0.133435               0.039857
sig_Deadwood2                        0.007103               0.037495
beta_Gender                        9.6229e-04               0.001408
beta_Age                             0.003469              -0.012251
beta_Distance                       -0.003866               0.004613
beta_Charity                         0.001936               0.015770
beta_Income                         -0.007531              -0.013040
beta_Impairment_Colour              -0.003512               0.006455
beta_Impairment_Smell             -7.9897e-04               0.002536
beta_Impairment_Sound              3.8199e-04               0.007972
beta_Country                        -0.002771              -0.007054
beta_White                          -0.007702               0.006437
beta_Urbanicity                     -0.004380               0.001856
beta_MostRecentVisit                 0.001340               0.008382
beta_WoodlandsScore                 -0.003134               0.003465
                                    mu_Sound2               mu_Sound
asc_C                                0.081166               0.017915
mu_Tax                               0.108801               0.266367
mu_Colour2                          -0.008461              -0.198559
mu_Colour                            0.057075              -0.433874
mu_Smell2                           -0.025378              -0.085099
mu_Smell                             0.045700               0.178325
mu_Sound2                            1.000000               0.220664
mu_Sound                             0.220664               1.000000
mu_Deadwood2                         0.085470               0.025455
mu_Deadwood                          0.020201              -0.034042
sig_Tax                             -0.084903              -0.231433
sig_Sound                           -0.018241               0.140249
sig_Smell                            0.004618              -0.033877
sig_Colour                           0.048624               0.027958
sig_Deadwood                         0.052172               0.120482
sig_Sound2                          -0.065906               0.036030
sig_Smell2                           0.036038               0.077362
sig_Colour2                          0.118191               0.038703
sig_Deadwood2                        0.035264               0.008840
beta_Gender                         -0.003275              -0.001046
beta_Age                            -0.011953              -0.006791
beta_Distance                        0.001171            -4.0703e-04
beta_Charity                         0.001587               0.016442
beta_Income                         -0.013409              -0.027455
beta_Impairment_Colour               0.001867               0.003124
beta_Impairment_Smell               -0.003445              -0.002208
beta_Impairment_Sound                0.003279               0.001161
beta_Country                        -0.003318              -0.009087
beta_White                          -0.004814              -0.007687
beta_Urbanicity                     -0.009303              -0.015533
beta_MostRecentVisit                 0.002005             1.3347e-04
beta_WoodlandsScore                 -0.006813              -0.001012
                                 mu_Deadwood2            mu_Deadwood
asc_C                                0.091280               0.145360
mu_Tax                               0.296710               0.127559
mu_Colour2                           0.019756               0.227024
mu_Colour                            0.069856               0.204438
mu_Smell2                           -0.005767               0.138660
mu_Smell                             0.241578              -0.004907
mu_Sound2                            0.085470               0.020201
mu_Sound                             0.025455              -0.034042
mu_Deadwood2                         1.000000               0.344773
mu_Deadwood                          0.344773               1.000000
sig_Tax                             -0.267404              -0.101953
sig_Sound                           -0.012820               0.110451
sig_Smell                            0.046335              -0.037387
sig_Colour                           0.111382               0.045334
sig_Deadwood                         0.085651               0.090260
sig_Sound2                           0.051865              -0.025717
sig_Smell2                           0.044924              -0.055142
sig_Colour2                          0.168413            -9.0996e-04
sig_Deadwood2                        0.071596               0.004256
beta_Gender                       -3.8566e-04              -0.006901
beta_Age                            -0.030740              -0.014444
beta_Distance                        0.008601               0.009715
beta_Charity                         0.015285               0.013374
beta_Income                         -0.023914              -0.005840
beta_Impairment_Colour               0.008675               0.009722
beta_Impairment_Smell              6.3514e-04               0.002279
beta_Impairment_Sound                0.010111              -0.002669
beta_Country                        -0.005519               0.003914
beta_White                          -0.002042               0.006511
beta_Urbanicity                     -0.009667             8.0743e-04
beta_MostRecentVisit                 0.006154             5.9668e-04
beta_WoodlandsScore                 -0.008919            -8.4937e-04
                                      sig_Tax              sig_Sound
asc_C                               -0.031954              -0.024557
mu_Tax                              -0.582933               0.022077
mu_Colour2                           0.010253              -0.023644
mu_Colour                            0.111998              -0.043554
mu_Smell2                           -0.051682               0.005109
mu_Smell                            -0.288973              -0.017452
mu_Sound2                           -0.084903              -0.018241
mu_Sound                            -0.231433               0.140249
mu_Deadwood2                        -0.267404              -0.012820
mu_Deadwood                         -0.101953               0.110451
sig_Tax                              1.000000               0.026115
sig_Sound                            0.026115               1.000000
sig_Smell                            0.048145               0.018373
sig_Colour                          -0.072147              -0.214055
sig_Deadwood                        -0.039571              -0.013544
sig_Sound2                          -0.030014               0.118408
sig_Smell2                          -0.038069              -0.033771
sig_Colour2                         -0.066412              -0.065175
sig_Deadwood2                       -0.020623              -0.024160
beta_Gender                          0.002604              -0.006393
beta_Age                            -0.024253               0.009705
beta_Distance                        0.006647               0.006994
beta_Charity                         0.011033               0.032849
beta_Income                          0.020537              -0.009843
beta_Impairment_Colour               0.006701               0.006696
beta_Impairment_Smell                0.005393               0.005544
beta_Impairment_Sound               -0.009491              -0.034939
beta_Country                      -2.7806e-04              -0.011975
beta_White                          -0.002330              -0.006427
beta_Urbanicity                     -0.018318             3.7624e-04
beta_MostRecentVisit                 0.013811             6.2403e-04
beta_WoodlandsScore                 -0.005402            -5.2407e-04
                                    sig_Smell             sig_Colour
asc_C                                0.023946              -0.001256
mu_Tax                              -0.045307               0.133586
mu_Colour2                          -0.014781               0.004999
mu_Colour                           -0.002002               0.071002
mu_Smell2                            0.008463               0.016004
mu_Smell                             0.091768               0.053153
mu_Sound2                            0.004618               0.048624
mu_Sound                            -0.033877               0.027958
mu_Deadwood2                         0.046335               0.111382
mu_Deadwood                         -0.037387               0.045334
sig_Tax                              0.048145              -0.072147
sig_Sound                            0.018373              -0.214055
sig_Smell                            1.000000              -0.250455
sig_Colour                          -0.250455               1.000000
sig_Deadwood                        -0.056422               0.132972
sig_Sound2                           0.027121               0.067500
sig_Smell2                           0.081137               0.112541
sig_Colour2                          0.009878               0.175743
sig_Deadwood2                        0.029984               0.096606
beta_Gender                         -0.022509              -0.020269
beta_Age                            -0.011350              -0.039479
beta_Distance                        0.006267               0.012108
beta_Charity                        -0.009463              -0.028966
beta_Income                         -0.021907              -0.008535
beta_Impairment_Colour              -0.020520             -5.124e-05
beta_Impairment_Smell                0.003731               0.010634
beta_Impairment_Sound                0.013454               0.007162
beta_Country                        -0.046434               0.002031
beta_White                          -0.006847               0.005569
beta_Urbanicity                     -0.009641               0.009314
beta_MostRecentVisit                -0.027728               0.025169
beta_WoodlandsScore                 -0.018750              -0.032495
                                 sig_Deadwood             sig_Sound2
asc_C                                0.019545              -0.027919
mu_Tax                               0.099776               0.068789
mu_Colour2                           0.039056               0.030673
mu_Colour                            0.060393              -0.047249
mu_Smell2                            0.005146               0.010178
mu_Smell                            -0.022803               0.057064
mu_Sound2                            0.052172              -0.065906
mu_Sound                             0.120482               0.036030
mu_Deadwood2                         0.085651               0.051865
mu_Deadwood                          0.090260              -0.025717
sig_Tax                             -0.039571              -0.030014
sig_Sound                           -0.013544               0.118408
sig_Smell                           -0.056422               0.027121
sig_Colour                           0.132972               0.067500
sig_Deadwood                         1.000000               0.032863
sig_Sound2                           0.032863               1.000000
sig_Smell2                           0.093507               0.159432
sig_Colour2                          0.120811               0.148612
sig_Deadwood2                        0.073165               0.156541
beta_Gender                          0.010118               0.005047
beta_Age                            -0.035053              -0.017728
beta_Distance                        0.022801            -5.5367e-04
beta_Charity                         0.006108               0.017734
beta_Income                         -0.044683              -0.022176
beta_Impairment_Colour              -0.003753               0.005643
beta_Impairment_Smell               -0.009705              -0.004716
beta_Impairment_Sound                0.010624               0.005731
beta_Country                         0.001875              -0.026656
beta_White                          -0.015012               0.011537
beta_Urbanicity                     -0.073928              -0.023287
beta_MostRecentVisit                -0.018488               0.002616
beta_WoodlandsScore                  0.011622            -8.1322e-04
                                   sig_Smell2            sig_Colour2
asc_C                               -0.040669              -0.017496
mu_Tax                               0.076801               0.099533
mu_Colour2                          -0.129127              -0.076887
mu_Colour                           -0.128510              -0.018511
mu_Smell2                           -0.068374              -0.133435
mu_Smell                             0.060141               0.039857
mu_Sound2                            0.036038               0.118191
mu_Sound                             0.077362               0.038703
mu_Deadwood2                         0.044924               0.168413
mu_Deadwood                         -0.055142            -9.0996e-04
sig_Tax                             -0.038069              -0.066412
sig_Sound                           -0.033771              -0.065175
sig_Smell                            0.081137               0.009878
sig_Colour                           0.112541               0.175743
sig_Deadwood                         0.093507               0.120811
sig_Sound2                           0.159432               0.148612
sig_Smell2                           1.000000               0.117941
sig_Colour2                          0.117941               1.000000
sig_Deadwood2                        0.090394               0.190450
beta_Gender                          0.017653              -0.008928
beta_Age                            -0.026812              -0.031431
beta_Distance                       -0.012372               0.013128
beta_Charity                         0.009912              -0.008052
beta_Income                         -0.030350              -0.019665
beta_Impairment_Colour              -0.011303               0.005891
beta_Impairment_Smell               -0.007076              -0.009515
beta_Impairment_Sound                0.032868               0.009595
beta_Country                        -0.029107              -0.003664
beta_White                        -5.6618e-04               0.001961
beta_Urbanicity                     -0.026058              -0.013119
beta_MostRecentVisit                -0.008936               0.005915
beta_WoodlandsScore                  0.004350              -0.004344
                                sig_Deadwood2            beta_Gender
asc_C                                0.001441              -0.181982
mu_Tax                               0.046309               0.014901
mu_Colour2                           0.003336              -0.002308
mu_Colour                            0.011108              -0.002763
mu_Smell2                            0.007103             9.6229e-04
mu_Smell                             0.037495               0.001408
mu_Sound2                            0.035264              -0.003275
mu_Sound                             0.008840              -0.001046
mu_Deadwood2                         0.071596            -3.8566e-04
mu_Deadwood                          0.004256              -0.006901
sig_Tax                             -0.020623               0.002604
sig_Sound                           -0.024160              -0.006393
sig_Smell                            0.029984              -0.022509
sig_Colour                           0.096606              -0.020269
sig_Deadwood                         0.073165               0.010118
sig_Sound2                           0.156541               0.005047
sig_Smell2                           0.090394               0.017653
sig_Colour2                          0.190450              -0.008928
sig_Deadwood2                        1.000000              -0.015343
beta_Gender                         -0.015343               1.000000
beta_Age                            -0.001019              -0.200633
beta_Distance                       -0.004482              -0.024807
beta_Charity                        -0.007878               0.008112
beta_Income                          0.007964              -0.060539
beta_Impairment_Colour              -0.007274               0.027163
beta_Impairment_Smell               -0.008888               0.020909
beta_Impairment_Sound                0.008180              -0.045989
beta_Country                         0.008383               0.025046
beta_White                          -0.008603              -0.024393
beta_Urbanicity                     -0.013160              -0.001672
beta_MostRecentVisit                -0.011467              -0.018297
beta_WoodlandsScore                 -0.002052               0.066942
                                     beta_Age          beta_Distance
asc_C                               -0.111699              -0.290468
mu_Tax                              -0.012310              -0.010552
mu_Colour2                          -0.002326               0.004981
mu_Colour                           -0.001145               0.004017
mu_Smell2                            0.003469              -0.003866
mu_Smell                            -0.012251               0.004613
mu_Sound2                           -0.011953               0.001171
mu_Sound                            -0.006791            -4.0703e-04
mu_Deadwood2                        -0.030740               0.008601
mu_Deadwood                         -0.014444               0.009715
sig_Tax                             -0.024253               0.006647
sig_Sound                            0.009705               0.006994
sig_Smell                           -0.011350               0.006267
sig_Colour                          -0.039479               0.012108
sig_Deadwood                        -0.035053               0.022801
sig_Sound2                          -0.017728            -5.5367e-04
sig_Smell2                          -0.026812              -0.012372
sig_Colour2                         -0.031431               0.013128
sig_Deadwood2                       -0.001019              -0.004482
beta_Gender                         -0.200633              -0.024807
beta_Age                             1.000000               0.025823
beta_Distance                        0.025823               1.000000
beta_Charity                        -0.029542              -0.069352
beta_Income                         -0.091280               0.028638
beta_Impairment_Colour               0.060303              -0.024401
beta_Impairment_Smell                0.096770               0.012367
beta_Impairment_Sound               -0.009040              -0.002542
beta_Country                        -0.021181               0.033860
beta_White                          -0.272515               0.042125
beta_Urbanicity                     -0.027869               0.044669
beta_MostRecentVisit                 0.276375               0.130614
beta_WoodlandsScore                 -0.029426            -7.0398e-04
                                 beta_Charity            beta_Income
asc_C                               -0.108025              -0.125177
mu_Tax                               0.007855              -0.024711
mu_Colour2                        -1.0578e-04               0.003313
mu_Colour                           -0.012282               0.006438
mu_Smell2                            0.001936              -0.007531
mu_Smell                             0.015770              -0.013040
mu_Sound2                            0.001587              -0.013409
mu_Sound                             0.016442              -0.027455
mu_Deadwood2                         0.015285              -0.023914
mu_Deadwood                          0.013374              -0.005840
sig_Tax                              0.011033               0.020537
sig_Sound                            0.032849              -0.009843
sig_Smell                           -0.009463              -0.021907
sig_Colour                          -0.028966              -0.008535
sig_Deadwood                         0.006108              -0.044683
sig_Sound2                           0.017734              -0.022176
sig_Smell2                           0.009912              -0.030350
sig_Colour2                         -0.008052              -0.019665
sig_Deadwood2                       -0.007878               0.007964
beta_Gender                          0.008112              -0.060539
beta_Age                            -0.029542              -0.091280
beta_Distance                       -0.069352               0.028638
beta_Charity                         1.000000              -0.029434
beta_Income                         -0.029434               1.000000
beta_Impairment_Colour              -0.098938               0.084309
beta_Impairment_Smell               -0.072911               0.046901
beta_Impairment_Sound               -0.130868               0.045984
beta_Country                         0.124903               0.023543
beta_White                          -0.003916               0.053585
beta_Urbanicity                      0.053768              -0.013769
beta_MostRecentVisit                -0.256500              -0.113480
beta_WoodlandsScore                  0.040507              -0.036252
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.091726              -0.110058
mu_Tax                               0.013031              -0.002479
mu_Colour2                           0.003807            -5.6775e-04
mu_Colour                           -0.002029              9.699e-05
mu_Smell2                           -0.003512            -7.9897e-04
mu_Smell                             0.006455               0.002536
mu_Sound2                            0.001867              -0.003445
mu_Sound                             0.003124              -0.002208
mu_Deadwood2                         0.008675             6.3514e-04
mu_Deadwood                          0.009722               0.002279
sig_Tax                              0.006701               0.005393
sig_Sound                            0.006696               0.005544
sig_Smell                           -0.020520               0.003731
sig_Colour                         -5.124e-05               0.010634
sig_Deadwood                        -0.003753              -0.009705
sig_Sound2                           0.005643              -0.004716
sig_Smell2                          -0.011303              -0.007076
sig_Colour2                          0.005891              -0.009515
sig_Deadwood2                       -0.007274              -0.008888
beta_Gender                          0.027163               0.020909
beta_Age                             0.060303               0.096770
beta_Distance                       -0.024401               0.012367
beta_Charity                        -0.098938              -0.072911
beta_Income                          0.084309               0.046901
beta_Impairment_Colour               1.000000              -0.261184
beta_Impairment_Smell               -0.261184               1.000000
beta_Impairment_Sound               -0.230924              -0.266077
beta_Country                         0.011734               0.048252
beta_White                           0.024533            -3.8963e-04
beta_Urbanicity                     -0.001493               0.022343
beta_MostRecentVisit                -0.003054              -0.057326
beta_WoodlandsScore                  0.018929               0.045930
                        beta_Impairment_Sound           beta_Country
asc_C                               -0.048837              -0.214076
mu_Tax                               0.004697              -0.002882
mu_Colour2                          -0.002903               0.007764
mu_Colour                           -0.004797               0.006144
mu_Smell2                          3.8199e-04              -0.002771
mu_Smell                             0.007972              -0.007054
mu_Sound2                            0.003279              -0.003318
mu_Sound                             0.001161              -0.009087
mu_Deadwood2                         0.010111              -0.005519
mu_Deadwood                         -0.002669               0.003914
sig_Tax                             -0.009491            -2.7806e-04
sig_Sound                           -0.034939              -0.011975
sig_Smell                            0.013454              -0.046434
sig_Colour                           0.007162               0.002031
sig_Deadwood                         0.010624               0.001875
sig_Sound2                           0.005731              -0.026656
sig_Smell2                           0.032868              -0.029107
sig_Colour2                          0.009595              -0.003664
sig_Deadwood2                        0.008180               0.008383
beta_Gender                         -0.045989               0.025046
beta_Age                            -0.009040              -0.021181
beta_Distance                       -0.002542               0.033860
beta_Charity                        -0.130868               0.124903
beta_Income                          0.045984               0.023543
beta_Impairment_Colour              -0.230924               0.011734
beta_Impairment_Smell               -0.266077               0.048252
beta_Impairment_Sound                1.000000               0.019404
beta_Country                         0.019404               1.000000
beta_White                           0.002170              -0.199570
beta_Urbanicity                      0.015625               0.081449
beta_MostRecentVisit                -0.053484              -0.019808
beta_WoodlandsScore                  0.063423              -0.067140
                                   beta_White        beta_Urbanicity
asc_C                               -0.273344              -0.368606
mu_Tax                              -0.007757              -0.006272
mu_Colour2                           0.003899             3.5550e-04
mu_Colour                         -9.5892e-04            -3.8821e-04
mu_Smell2                           -0.007702              -0.004380
mu_Smell                             0.006437               0.001856
mu_Sound2                           -0.004814              -0.009303
mu_Sound                            -0.007687              -0.015533
mu_Deadwood2                        -0.002042              -0.009667
mu_Deadwood                          0.006511             8.0743e-04
sig_Tax                             -0.002330              -0.018318
sig_Sound                           -0.006427             3.7624e-04
sig_Smell                           -0.006847              -0.009641
sig_Colour                           0.005569               0.009314
sig_Deadwood                        -0.015012              -0.073928
sig_Sound2                           0.011537              -0.023287
sig_Smell2                        -5.6618e-04              -0.026058
sig_Colour2                          0.001961              -0.013119
sig_Deadwood2                       -0.008603              -0.013160
beta_Gender                         -0.024393              -0.001672
beta_Age                            -0.272515              -0.027869
beta_Distance                        0.042125               0.044669
beta_Charity                        -0.003916               0.053768
beta_Income                          0.053585              -0.013769
beta_Impairment_Colour               0.024533              -0.001493
beta_Impairment_Smell             -3.8963e-04               0.022343
beta_Impairment_Sound                0.002170               0.015625
beta_Country                        -0.199570               0.081449
beta_White                           1.000000              -0.006156
beta_Urbanicity                     -0.006156               1.000000
beta_MostRecentVisit                -0.023480               0.100686
beta_WoodlandsScore                 -0.048840              -0.048649
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.296491              -0.529482
mu_Tax                               0.011759               0.014316
mu_Colour2                         9.3016e-04            -9.7019e-04
mu_Colour                         -8.8740e-04              -0.003672
mu_Smell2                            0.001340              -0.003134
mu_Smell                             0.008382               0.003465
mu_Sound2                            0.002005              -0.006813
mu_Sound                           1.3347e-04              -0.001012
mu_Deadwood2                         0.006154              -0.008919
mu_Deadwood                        5.9668e-04            -8.4937e-04
sig_Tax                              0.013811              -0.005402
sig_Sound                          6.2403e-04            -5.2407e-04
sig_Smell                           -0.027728              -0.018750
sig_Colour                           0.025169              -0.032495
sig_Deadwood                        -0.018488               0.011622
sig_Sound2                           0.002616            -8.1322e-04
sig_Smell2                          -0.008936               0.004350
sig_Colour2                          0.005915              -0.004344
sig_Deadwood2                       -0.011467              -0.002052
beta_Gender                         -0.018297               0.066942
beta_Age                             0.276375              -0.029426
beta_Distance                        0.130614            -7.0398e-04
beta_Charity                        -0.256500               0.040507
beta_Income                         -0.113480              -0.036252
beta_Impairment_Colour              -0.003054               0.018929
beta_Impairment_Smell               -0.057326               0.045930
beta_Impairment_Sound               -0.053484               0.063423
beta_Country                        -0.019808              -0.067140
beta_White                          -0.023480              -0.048840
beta_Urbanicity                      0.100686              -0.048649
beta_MostRecentVisit                 1.000000              -0.058108
beta_WoodlandsScore                 -0.058108               1.000000

Robust correlation matrix:
                                        asc_C                 mu_Tax
asc_C                                1.000000              -0.026675
mu_Tax                              -0.026675               1.000000
mu_Colour2                           0.115207              -0.080520
mu_Colour                            0.098589              -0.132236
mu_Smell2                            0.108080               0.030459
mu_Smell                             0.040943               0.354069
mu_Sound2                            0.124950              -0.037111
mu_Sound                             0.062219               0.210714
mu_Deadwood2                         0.077499               0.393400
mu_Deadwood                          0.154837               0.122376
sig_Tax                             -0.018109              -0.541695
sig_Sound                            0.040324              -0.074465
sig_Smell                            0.026285              -0.136610
sig_Colour                          -0.026530               0.284340
sig_Deadwood                         0.006083               0.167803
sig_Sound2                          -0.027665               0.159978
sig_Smell2                          -0.021181               0.137829
sig_Colour2                          0.008754               0.240829
sig_Deadwood2                        0.021061               0.107900
beta_Gender                         -0.147504               0.028143
beta_Age                            -0.128147               0.058952
beta_Distance                       -0.325137               0.001124
beta_Charity                        -0.104862               0.003238
beta_Income                         -0.137624              -0.006669
beta_Impairment_Colour              -0.032641              -0.018761
beta_Impairment_Smell               -0.174691               0.036609
beta_Impairment_Sound               -0.127145               0.003657
beta_Country                        -0.239328               0.010100
beta_White                          -0.299287              -0.025398
beta_Urbanicity                     -0.316307              -0.064637
beta_MostRecentVisit                -0.272170               0.014011
beta_WoodlandsScore                 -0.553483               0.036718
                                   mu_Colour2              mu_Colour
asc_C                                0.115207               0.098589
mu_Tax                              -0.080520              -0.132236
mu_Colour2                           1.000000               0.436611
mu_Colour                            0.436611               1.000000
mu_Smell2                            0.227775               0.280180
mu_Smell                            -0.006884              -0.338943
mu_Sound2                            0.151391               0.081275
mu_Sound                            -0.043783              -0.385302
mu_Deadwood2                         0.041519               0.034049
mu_Deadwood                          0.329973               0.199323
sig_Tax                              0.121106               0.150164
sig_Sound                            0.051654               0.017851
sig_Smell                            0.044487              -0.050916
sig_Colour                          -0.069265              -0.009596
sig_Deadwood                         0.047934               0.120438
sig_Sound2                           0.004214              -0.115190
sig_Smell2                          -0.170708              -0.205221
sig_Colour2                         -0.120509              -0.086035
sig_Deadwood2                        0.012844              -0.020092
beta_Gender                         -0.003146              -0.010944
beta_Age                            -0.073724              -0.052326
beta_Distance                        0.018301              -0.039401
beta_Charity                         0.036597               0.009717
beta_Income                         -0.032659              -0.007917
beta_Impairment_Colour               0.029467               0.017320
beta_Impairment_Smell               -0.043275              -0.037468
beta_Impairment_Sound               -0.016464               0.019448
beta_Country                         0.016019              -0.041260
beta_White                          -0.018269               0.010966
beta_Urbanicity                    2.8535e-04               0.003972
beta_MostRecentVisit                 0.033242               0.016725
beta_WoodlandsScore                 -0.040039              -0.003125
                                    mu_Smell2               mu_Smell
asc_C                                0.108080               0.040943
mu_Tax                               0.030459               0.354069
mu_Colour2                           0.227775              -0.006884
mu_Colour                            0.280180              -0.338943
mu_Smell2                            1.000000               0.250044
mu_Smell                             0.250044               1.000000
mu_Sound2                            0.041390               0.051706
mu_Sound                            -0.008535               0.245224
mu_Deadwood2                         0.086088               0.364133
mu_Deadwood                          0.208828               0.092535
sig_Tax                              0.001532              -0.340899
sig_Sound                            0.113211               0.012273
sig_Smell                            0.027506               0.135311
sig_Colour                          -0.044263               0.090039
sig_Deadwood                         0.054414              -0.019110
sig_Sound2                          -0.026492               0.184313
sig_Smell2                          -0.079354               0.175074
sig_Colour2                         -0.206972               0.141488
sig_Deadwood2                      2.8046e-04               0.157093
beta_Gender                       -6.0487e-04              -0.031431
beta_Age                             0.002897               0.048104
beta_Distance                        0.001478               0.045553
beta_Charity                        -0.014238             7.8400e-04
beta_Income                         -0.018256               0.008611
beta_Impairment_Colour               0.047802              -0.019064
beta_Impairment_Smell               -0.007508               0.007271
beta_Impairment_Sound                0.006382               0.035834
beta_Country                        -0.048339               0.037758
beta_White                          -0.002007               0.009199
beta_Urbanicity                     -0.010980              -0.005208
beta_MostRecentVisit                -0.001064               0.009157
beta_WoodlandsScore                 -0.014701              -0.017797
                                    mu_Sound2               mu_Sound
asc_C                                0.124950               0.062219
mu_Tax                              -0.037111               0.210714
mu_Colour2                           0.151391              -0.043783
mu_Colour                            0.081275              -0.385302
mu_Smell2                            0.041390              -0.008535
mu_Smell                             0.051706               0.245224
mu_Sound2                            1.000000               0.426917
mu_Sound                             0.426917               1.000000
mu_Deadwood2                         0.122461               0.091811
mu_Deadwood                          0.166343               0.097852
sig_Tax                              0.057783              -0.156861
sig_Sound                            0.090325               0.186344
sig_Smell                            0.094999               0.009119
sig_Colour                          -0.053068               0.032708
sig_Deadwood                         0.056780               0.140326
sig_Sound2                           0.065169               0.213770
sig_Smell2                          -0.023901               0.104175
sig_Colour2                          0.102638               0.111303
sig_Deadwood2                       -0.015188               0.053176
beta_Gender                          0.011769               0.001970
beta_Age                            -0.034154               0.014178
beta_Distance                       -0.005211               0.042769
beta_Charity                         0.025756               0.029250
beta_Income                         -0.024035              -0.044280
beta_Impairment_Colour               0.001395              -0.013274
beta_Impairment_Smell               -0.020283               0.061284
beta_Impairment_Sound                0.033790              -0.034888
beta_Country                        -0.024376               0.023448
beta_White                          -0.032943              -0.022617
beta_Urbanicity                     -0.066669              -0.044388
beta_MostRecentVisit                -0.012209              -0.007879
beta_WoodlandsScore                  0.007209               0.004922
                                 mu_Deadwood2            mu_Deadwood
asc_C                                0.077499               0.154837
mu_Tax                               0.393400               0.122376
mu_Colour2                           0.041519               0.329973
mu_Colour                            0.034049               0.199323
mu_Smell2                            0.086088               0.208828
mu_Smell                             0.364133               0.092535
mu_Sound2                            0.122461               0.166343
mu_Sound                             0.091811               0.097852
mu_Deadwood2                         1.000000               0.401071
mu_Deadwood                          0.401071               1.000000
sig_Tax                             -0.340630              -0.083391
sig_Sound                            0.008948               0.202846
sig_Smell                            0.014119              -0.046957
sig_Colour                           0.205612               0.069802
sig_Deadwood                         0.082078               0.144400
sig_Sound2                           0.103447               0.008916
sig_Smell2                           0.087291              -0.009072
sig_Colour2                          0.241720              -0.071321
sig_Deadwood2                        0.223143               0.087491
beta_Gender                          0.048896               0.009940
beta_Age                            -0.039069              -0.048069
beta_Distance                        0.008143              -0.009980
beta_Charity                         0.024364               0.004426
beta_Income                         -0.015085              -0.032916
beta_Impairment_Colour              -0.007636              -0.013113
beta_Impairment_Smell                0.001362              -0.014623
beta_Impairment_Sound                0.006815              -0.062782
beta_Country                         0.013532               0.038082
beta_White                          -0.005189              -0.046944
beta_Urbanicity                     -0.047700              -0.001409
beta_MostRecentVisit                -0.005504               0.030854
beta_WoodlandsScore                 -0.009497              -0.004154
                                      sig_Tax              sig_Sound
asc_C                               -0.018109               0.040324
mu_Tax                              -0.541695              -0.074465
mu_Colour2                           0.121106               0.051654
mu_Colour                            0.150164               0.017851
mu_Smell2                            0.001532               0.113211
mu_Smell                            -0.340899               0.012273
mu_Sound2                            0.057783               0.090325
mu_Sound                            -0.156861               0.186344
mu_Deadwood2                        -0.340630               0.008948
mu_Deadwood                         -0.083391               0.202846
sig_Tax                              1.000000               0.144049
sig_Sound                            0.144049               1.000000
sig_Smell                            0.120037               0.012701
sig_Colour                          -0.188363              -0.223754
sig_Deadwood                        -0.052760              -0.086728
sig_Sound2                          -0.088777               0.208992
sig_Smell2                          -0.084319              -0.108058
sig_Colour2                         -0.202562              -0.152803
sig_Deadwood2                       -0.069884              -0.076071
beta_Gender                          0.004452               0.008574
beta_Age                            -0.090175               0.044808
beta_Distance                       -0.010059              -0.071697
beta_Charity                         0.022587               0.006766
beta_Income                          0.012017              -0.010392
beta_Impairment_Colour               0.042189               0.020009
beta_Impairment_Smell               -0.019027              -0.007897
beta_Impairment_Sound               -0.024037              -0.078575
beta_Country                        -0.006713              -0.018890
beta_White                           0.018178              -0.030679
beta_Urbanicity                      0.011712               0.069623
beta_MostRecentVisit                 0.032395               0.034216
beta_WoodlandsScore                 -0.011118              -0.052715
                                    sig_Smell             sig_Colour
asc_C                                0.026285              -0.026530
mu_Tax                              -0.136610               0.284340
mu_Colour2                           0.044487              -0.069265
mu_Colour                           -0.050916              -0.009596
mu_Smell2                            0.027506              -0.044263
mu_Smell                             0.135311               0.090039
mu_Sound2                            0.094999              -0.053068
mu_Sound                             0.009119               0.032708
mu_Deadwood2                         0.014119               0.205612
mu_Deadwood                         -0.046957               0.069802
sig_Tax                              0.120037              -0.188363
sig_Sound                            0.012701              -0.223754
sig_Smell                            1.000000              -0.237514
sig_Colour                          -0.237514               1.000000
sig_Deadwood                        -0.052514               0.240523
sig_Sound2                          -0.018396               0.186757
sig_Smell2                           0.005489               0.309899
sig_Colour2                         -0.022236               0.362197
sig_Deadwood2                        0.022352               0.182905
beta_Gender                          0.005338              -0.036177
beta_Age                            -0.044874               0.041101
beta_Distance                       -0.025150               0.160077
beta_Charity                        -0.031316              -0.024791
beta_Income                         -0.035989               0.024603
beta_Impairment_Colour               0.028093              -0.069222
beta_Impairment_Smell             -7.2741e-04              -0.001863
beta_Impairment_Sound                0.052736               0.013780
beta_Country                        -0.104825               0.058568
beta_White                           0.051794               0.027777
beta_Urbanicity                      0.039627              -0.113231
beta_MostRecentVisit                -0.011442               0.072725
beta_WoodlandsScore                 -0.038344              -0.029865
                                 sig_Deadwood             sig_Sound2
asc_C                                0.006083              -0.027665
mu_Tax                               0.167803               0.159978
mu_Colour2                           0.047934               0.004214
mu_Colour                            0.120438              -0.115190
mu_Smell2                            0.054414              -0.026492
mu_Smell                            -0.019110               0.184313
mu_Sound2                            0.056780               0.065169
mu_Sound                             0.140326               0.213770
mu_Deadwood2                         0.082078               0.103447
mu_Deadwood                          0.144400               0.008916
sig_Tax                             -0.052760              -0.088777
sig_Sound                           -0.086728               0.208992
sig_Smell                           -0.052514              -0.018396
sig_Colour                           0.240523               0.186757
sig_Deadwood                         1.000000               0.096318
sig_Sound2                           0.096318               1.000000
sig_Smell2                           0.155348               0.301507
sig_Colour2                          0.200817               0.242412
sig_Deadwood2                        0.136686               0.197562
beta_Gender                         -0.008207              -0.004081
beta_Age                             0.003202               0.009648
beta_Distance                        0.076272               0.066499
beta_Charity                         0.050966               0.017695
beta_Income                          0.024040              -0.013873
beta_Impairment_Colour              -0.050451              -0.012437
beta_Impairment_Smell               -0.023039               0.023194
beta_Impairment_Sound                0.039317              -0.010433
beta_Country                        -0.053481               0.014969
beta_White                           0.038483               0.018410
beta_Urbanicity                     -0.094539              -0.014878
beta_MostRecentVisit                -0.007488               0.031745
beta_WoodlandsScore                  0.021627              -0.016334
                                   sig_Smell2            sig_Colour2
asc_C                               -0.021181               0.008754
mu_Tax                               0.137829               0.240829
mu_Colour2                          -0.170708              -0.120509
mu_Colour                           -0.205221              -0.086035
mu_Smell2                           -0.079354              -0.206972
mu_Smell                             0.175074               0.141488
mu_Sound2                           -0.023901               0.102638
mu_Sound                             0.104175               0.111303
mu_Deadwood2                         0.087291               0.241720
mu_Deadwood                         -0.009072              -0.071321
sig_Tax                             -0.084319              -0.202562
sig_Sound                           -0.108058              -0.152803
sig_Smell                            0.005489              -0.022236
sig_Colour                           0.309899               0.362197
sig_Deadwood                         0.155348               0.200817
sig_Sound2                           0.301507               0.242412
sig_Smell2                           1.000000               0.273696
sig_Colour2                          0.273696               1.000000
sig_Deadwood2                        0.167766               0.255087
beta_Gender                         -0.031037              -0.008330
beta_Age                             0.019290              -0.011878
beta_Distance                        0.053664               0.027365
beta_Charity                         0.011313             3.5746e-04
beta_Income                          0.010368               0.018260
beta_Impairment_Colour              -0.089342              -0.044594
beta_Impairment_Smell               -0.012038              -0.016887
beta_Impairment_Sound                0.061473               0.021069
beta_Country                         0.031919               0.003552
beta_White                          -0.012138            -3.5367e-04
beta_Urbanicity                     -0.029591              -0.034080
beta_MostRecentVisit                -0.006573               0.014118
beta_WoodlandsScore                  0.011882              -0.009389
                                sig_Deadwood2            beta_Gender
asc_C                                0.021061              -0.147504
mu_Tax                               0.107900               0.028143
mu_Colour2                           0.012844              -0.003146
mu_Colour                           -0.020092              -0.010944
mu_Smell2                          2.8046e-04            -6.0487e-04
mu_Smell                             0.157093              -0.031431
mu_Sound2                           -0.015188               0.011769
mu_Sound                             0.053176               0.001970
mu_Deadwood2                         0.223143               0.048896
mu_Deadwood                          0.087491               0.009940
sig_Tax                             -0.069884               0.004452
sig_Sound                           -0.076071               0.008574
sig_Smell                            0.022352               0.005338
sig_Colour                           0.182905              -0.036177
sig_Deadwood                         0.136686              -0.008207
sig_Sound2                           0.197562              -0.004081
sig_Smell2                           0.167766              -0.031037
sig_Colour2                          0.255087              -0.008330
sig_Deadwood2                        1.000000              -0.075148
beta_Gender                         -0.075148               1.000000
beta_Age                             0.040752              -0.260923
beta_Distance                        0.064169              -0.112156
beta_Charity                        -0.002667               0.127395
beta_Income                          0.032482              -0.120464
beta_Impairment_Colour              -0.072715               0.098679
beta_Impairment_Smell               -0.032627              -0.034418
beta_Impairment_Sound                0.029406              -0.112949
beta_Country                         0.021260              -0.007593
beta_White                          -0.034016               0.054674
beta_Urbanicity                      0.003576               0.005166
beta_MostRecentVisit                 0.074063              -0.133492
beta_WoodlandsScore                 -0.043561               0.046436
                                     beta_Age          beta_Distance
asc_C                               -0.128147              -0.325137
mu_Tax                               0.058952               0.001124
mu_Colour2                          -0.073724               0.018301
mu_Colour                           -0.052326              -0.039401
mu_Smell2                            0.002897               0.001478
mu_Smell                             0.048104               0.045553
mu_Sound2                           -0.034154              -0.005211
mu_Sound                             0.014178               0.042769
mu_Deadwood2                        -0.039069               0.008143
mu_Deadwood                         -0.048069              -0.009980
sig_Tax                             -0.090175              -0.010059
sig_Sound                            0.044808              -0.071697
sig_Smell                           -0.044874              -0.025150
sig_Colour                           0.041101               0.160077
sig_Deadwood                         0.003202               0.076272
sig_Sound2                           0.009648               0.066499
sig_Smell2                           0.019290               0.053664
sig_Colour2                         -0.011878               0.027365
sig_Deadwood2                        0.040752               0.064169
beta_Gender                         -0.260923              -0.112156
beta_Age                             1.000000               0.145335
beta_Distance                        0.145335               1.000000
beta_Charity                        -0.088987              -0.123643
beta_Income                         -0.007444              -0.009988
beta_Impairment_Colour               0.004713              -0.106860
beta_Impairment_Smell                0.153536               0.052799
beta_Impairment_Sound                0.111787               0.156937
beta_Country                         0.017665               0.155029
beta_White                          -0.329829               0.010137
beta_Urbanicity                     -0.077471              -0.045688
beta_MostRecentVisit                 0.219631               0.168544
beta_WoodlandsScore                 -0.006616               0.028475
                                 beta_Charity            beta_Income
asc_C                               -0.104862              -0.137624
mu_Tax                               0.003238              -0.006669
mu_Colour2                           0.036597              -0.032659
mu_Colour                            0.009717              -0.007917
mu_Smell2                           -0.014238              -0.018256
mu_Smell                           7.8400e-04               0.008611
mu_Sound2                            0.025756              -0.024035
mu_Sound                             0.029250              -0.044280
mu_Deadwood2                         0.024364              -0.015085
mu_Deadwood                          0.004426              -0.032916
sig_Tax                              0.022587               0.012017
sig_Sound                            0.006766              -0.010392
sig_Smell                           -0.031316              -0.035989
sig_Colour                          -0.024791               0.024603
sig_Deadwood                         0.050966               0.024040
sig_Sound2                           0.017695              -0.013873
sig_Smell2                           0.011313               0.010368
sig_Colour2                        3.5746e-04               0.018260
sig_Deadwood2                       -0.002667               0.032482
beta_Gender                          0.127395              -0.120464
beta_Age                            -0.088987              -0.007444
beta_Distance                       -0.123643              -0.009988
beta_Charity                         1.000000               0.003988
beta_Income                          0.003988               1.000000
beta_Impairment_Colour              -0.106770              -0.063224
beta_Impairment_Smell               -0.073692               0.094271
beta_Impairment_Sound               -0.231782               0.108800
beta_Country                         0.196272               0.082796
beta_White                          -0.017319              -0.004147
beta_Urbanicity                      0.033353              -0.055038
beta_MostRecentVisit                -0.305605              -0.043536
beta_WoodlandsScore                  0.037800              -0.034505
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.032641              -0.174691
mu_Tax                              -0.018761               0.036609
mu_Colour2                           0.029467              -0.043275
mu_Colour                            0.017320              -0.037468
mu_Smell2                            0.047802              -0.007508
mu_Smell                            -0.019064               0.007271
mu_Sound2                            0.001395              -0.020283
mu_Sound                            -0.013274               0.061284
mu_Deadwood2                        -0.007636               0.001362
mu_Deadwood                         -0.013113              -0.014623
sig_Tax                              0.042189              -0.019027
sig_Sound                            0.020009              -0.007897
sig_Smell                            0.028093            -7.2741e-04
sig_Colour                          -0.069222              -0.001863
sig_Deadwood                        -0.050451              -0.023039
sig_Sound2                          -0.012437               0.023194
sig_Smell2                          -0.089342              -0.012038
sig_Colour2                         -0.044594              -0.016887
sig_Deadwood2                       -0.072715              -0.032627
beta_Gender                          0.098679              -0.034418
beta_Age                             0.004713               0.153536
beta_Distance                       -0.106860               0.052799
beta_Charity                        -0.106770              -0.073692
beta_Income                         -0.063224               0.094271
beta_Impairment_Colour               1.000000              -0.317822
beta_Impairment_Smell               -0.317822               1.000000
beta_Impairment_Sound               -0.323170              -0.100920
beta_Country                         0.015722               0.107371
beta_White                           0.001405               0.007406
beta_Urbanicity                      0.025185               0.024638
beta_MostRecentVisit                -0.007401              -0.144872
beta_WoodlandsScore                  0.019039               0.101614
                        beta_Impairment_Sound           beta_Country
asc_C                               -0.127145              -0.239328
mu_Tax                               0.003657               0.010100
mu_Colour2                          -0.016464               0.016019
mu_Colour                            0.019448              -0.041260
mu_Smell2                            0.006382              -0.048339
mu_Smell                             0.035834               0.037758
mu_Sound2                            0.033790              -0.024376
mu_Sound                            -0.034888               0.023448
mu_Deadwood2                         0.006815               0.013532
mu_Deadwood                         -0.062782               0.038082
sig_Tax                             -0.024037              -0.006713
sig_Sound                           -0.078575              -0.018890
sig_Smell                            0.052736              -0.104825
sig_Colour                           0.013780               0.058568
sig_Deadwood                         0.039317              -0.053481
sig_Sound2                          -0.010433               0.014969
sig_Smell2                           0.061473               0.031919
sig_Colour2                          0.021069               0.003552
sig_Deadwood2                        0.029406               0.021260
beta_Gender                         -0.112949              -0.007593
beta_Age                             0.111787               0.017665
beta_Distance                        0.156937               0.155029
beta_Charity                        -0.231782               0.196272
beta_Income                          0.108800               0.082796
beta_Impairment_Colour              -0.323170               0.015722
beta_Impairment_Smell               -0.100920               0.107371
beta_Impairment_Sound                1.000000              -0.008927
beta_Country                        -0.008927               1.000000
beta_White                           0.062051              -0.219004
beta_Urbanicity                     -0.036766               0.033042
beta_MostRecentVisit                 0.029023              -0.057209
beta_WoodlandsScore                  0.067471              -0.061211
                                   beta_White        beta_Urbanicity
asc_C                               -0.299287              -0.316307
mu_Tax                              -0.025398              -0.064637
mu_Colour2                          -0.018269             2.8535e-04
mu_Colour                            0.010966               0.003972
mu_Smell2                           -0.002007              -0.010980
mu_Smell                             0.009199              -0.005208
mu_Sound2                           -0.032943              -0.066669
mu_Sound                            -0.022617              -0.044388
mu_Deadwood2                        -0.005189              -0.047700
mu_Deadwood                         -0.046944              -0.001409
sig_Tax                              0.018178               0.011712
sig_Sound                           -0.030679               0.069623
sig_Smell                            0.051794               0.039627
sig_Colour                           0.027777              -0.113231
sig_Deadwood                         0.038483              -0.094539
sig_Sound2                           0.018410              -0.014878
sig_Smell2                          -0.012138              -0.029591
sig_Colour2                       -3.5367e-04              -0.034080
sig_Deadwood2                       -0.034016               0.003576
beta_Gender                          0.054674               0.005166
beta_Age                            -0.329829              -0.077471
beta_Distance                        0.010137              -0.045688
beta_Charity                        -0.017319               0.033353
beta_Income                         -0.004147              -0.055038
beta_Impairment_Colour               0.001405               0.025185
beta_Impairment_Smell                0.007406               0.024638
beta_Impairment_Sound                0.062051              -0.036766
beta_Country                        -0.219004               0.033042
beta_White                           1.000000               0.022992
beta_Urbanicity                      0.022992               1.000000
beta_MostRecentVisit                -0.040104               0.100240
beta_WoodlandsScore                  0.013447              -0.091272
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.272170              -0.553483
mu_Tax                               0.014011               0.036718
mu_Colour2                           0.033242              -0.040039
mu_Colour                            0.016725              -0.003125
mu_Smell2                           -0.001064              -0.014701
mu_Smell                             0.009157              -0.017797
mu_Sound2                           -0.012209               0.007209
mu_Sound                            -0.007879               0.004922
mu_Deadwood2                        -0.005504              -0.009497
mu_Deadwood                          0.030854              -0.004154
sig_Tax                              0.032395              -0.011118
sig_Sound                            0.034216              -0.052715
sig_Smell                           -0.011442              -0.038344
sig_Colour                           0.072725              -0.029865
sig_Deadwood                        -0.007488               0.021627
sig_Sound2                           0.031745              -0.016334
sig_Smell2                          -0.006573               0.011882
sig_Colour2                          0.014118              -0.009389
sig_Deadwood2                        0.074063              -0.043561
beta_Gender                         -0.133492               0.046436
beta_Age                             0.219631              -0.006616
beta_Distance                        0.168544               0.028475
beta_Charity                        -0.305605               0.037800
beta_Income                         -0.043536              -0.034505
beta_Impairment_Colour              -0.007401               0.019039
beta_Impairment_Smell               -0.144872               0.101614
beta_Impairment_Sound                0.029023               0.067471
beta_Country                        -0.057209              -0.061211
beta_White                          -0.040104               0.013447
beta_Urbanicity                      0.100240              -0.091272
beta_MostRecentVisit                 1.000000              -0.040992
beta_WoodlandsScore                 -0.040992               1.000000

 20 worst outliers in terms of lowest average per choice prediction:
   ID Avg prob per choice
 5226          0.09612116
 1580          0.13314319
 5087          0.14361734
 1293          0.14718567
 1364          0.15522171
 1429          0.15654096
 1352          0.15762342
 4753          0.16048374
 1784          0.16382710
 1647          0.16753364
 1191          0.16867683
 4760          0.17598517
 1477          0.17643753
 1370          0.17686344
 1621          0.17710776
 1643          0.17760266
 1238          0.18402641
 5091          0.18460703
 1361          0.19124129
 4831          0.19132743

Changes in parameter estimates from starting values:
                           Initial    Estimate  Difference
asc_A                      0.00000    0.000000    0.000000
asc_B                      0.00000    0.000000    0.000000
asc_C                     -0.13242    0.438626    0.571046
mu_Tax                    -3.00000   -3.601333   -0.601333
mu_Colour2                 0.11421    0.143702    0.029492
mu_Colour                  0.07458    0.076784    0.002204
mu_Smell2                  0.09850    0.099560    0.001060
mu_Smell                   0.06359    0.160001    0.096411
mu_Sound2                  0.10895    0.165044    0.056094
mu_Sound                   0.19768    0.201270    0.003590
mu_Deadwood2               0.37050    0.624710    0.254210
mu_Deadwood                0.20584    0.231017    0.025177
sig_Tax                    0.01000    3.110309    3.100309
sig_Sound                  0.01000    0.392795    0.382795
sig_Smell                  0.01000    0.491084    0.481084
sig_Colour                 0.01000    0.433352    0.423352
sig_Deadwood               0.01000    0.536937    0.526937
sig_Sound2                 0.01000    0.903545    0.893545
sig_Smell2                 0.01000    0.461463    0.451463
sig_Colour2                0.01000    0.917880    0.907880
sig_Deadwood2              0.01000    0.704066    0.694066
beta_Gender                0.00000   -0.136050   -0.136050
beta_Age                   0.00000   -0.542181   -0.542181
beta_Distance              0.00000   -0.002738   -0.002738
beta_Charity               0.00000   -0.111937   -0.111937
beta_Income                0.00000   -0.346765   -0.346765
beta_Impairment_Colour     0.00000    0.102681    0.102681
beta_Impairment_Smell      0.00000   -0.290926   -0.290926
beta_Impairment_Sound      0.00000    0.156396    0.156396
beta_Country               0.00000   -0.149432   -0.149432
beta_White                 0.00000   -0.242073   -0.242073
beta_Urbanicity            0.00000   -0.296466   -0.296466
beta_MostRecentVisit       0.00000   -0.088429   -0.088429
beta_WoodlandsScore        0.00000   -0.010513   -0.010513

Settings and functions used in model definition:

apollo_control
--------------
                       Value                                    
nCores                 "10"                                     
mixing                 "TRUE"                                   
modelDescr             "H1_Spring_PreferenceSpaceModel_Balanced"
modelName              "H1_Spring_PreferenceSpaceModel_Balanced"
indivID                "Respondent"                             
outputDirectory        "CEOutputData/H1/Balanced/"              
weights                "Weights"                                
debug                  "FALSE"                                  
workInLogs             "FALSE"                                  
seed                   "13"                                     
HB                     "FALSE"                                  
noValidation           "FALSE"                                  
noDiagnostics          "FALSE"                                  
calculateLLC           "TRUE"                                   
analyticHessian        "FALSE"                                  
panelData              "TRUE"                                   
analyticGrad           "TRUE"                                   
analyticGrad_manualSet "FALSE"                                  
overridePanel          "FALSE"                                  
preventOverridePanel   "FALSE"                                  
noModification         "FALSE"                                  

Hessian routines attempted
--------------------------
numerical jacobian of LL analytical gradient

Scaling used in computing Hessian
---------------------------------
                             Value
asc_C                  0.438625698
mu_Tax                 3.601333233
mu_Colour2             0.143701960
mu_Colour              0.076784273
mu_Smell2              0.099560310
mu_Smell               0.160000948
mu_Sound2              0.165044417
mu_Sound               0.201270199
mu_Deadwood2           0.624709930
mu_Deadwood            0.231016847
sig_Tax                3.110309496
sig_Sound              0.392795346
sig_Smell              0.491084480
sig_Colour             0.433351894
sig_Deadwood           0.536936894
sig_Sound2             0.903544764
sig_Smell2             0.461462943
sig_Colour2            0.917879752
sig_Deadwood2          0.704066488
beta_Gender            0.136050344
beta_Age               0.542180872
beta_Distance          0.002737784
beta_Charity           0.111936642
beta_Income            0.346765250
beta_Impairment_Colour 0.102680532
beta_Impairment_Smell  0.290925670
beta_Impairment_Sound  0.156395802
beta_Country           0.149431916
beta_White             0.242072895
beta_Urbanicity        0.296465654
beta_MostRecentVisit   0.088429168
beta_WoodlandsScore    0.010513333


apollo_randCoeff
------------------
function (apollo_beta, apollo_inputs) 
{
    randcoeff = list()
    randcoeff[["beta_Tax"]] = -exp(mu_Tax + sig_Tax * draws_Tax)
    randcoeff[["b_Smell"]] = (mu_Smell + sig_Smell * draws_Smell)
    randcoeff[["b_Sound"]] = (mu_Sound + sig_Sound * draws_Sound)
    randcoeff[["b_Colour"]] = (mu_Colour + sig_Colour * draws_Colour)
    randcoeff[["b_Deadwood"]] = (mu_Deadwood + sig_Deadwood * 
        draws_Deadwood)
    randcoeff[["b_Smell2"]] = (mu_Smell2 + sig_Smell2 * draws_Smell2)
    randcoeff[["b_Sound2"]] = (mu_Sound2 + sig_Sound2 * draws_Sound2)
    randcoeff[["b_Colour2"]] = (mu_Colour2 + sig_Colour2 * draws_Colour2)
    randcoeff[["b_Deadwood2"]] = (mu_Deadwood2 + sig_Deadwood2 * 
        draws_Deadwood2)
    return(randcoeff)
}
<bytecode: 0x84eb628>


apollo_probabilities
----------------------
function (apollo_beta, apollo_inputs, functionality = "estimate") 
{
    apollo_attach(apollo_beta, apollo_inputs)
    on.exit(apollo_detach(apollo_beta, apollo_inputs))
    asc_C1 = asc_C + beta_Gender * Gender + beta_Age * DummyAge + 
        beta_Income * IncomeDummy + beta_Country * CountryDummy + 
        beta_White * EthnicityDummyWhite + beta_Urbanicity * 
        Urbanicity + beta_Distance * MilesDistance + beta_Charity * 
        Charity + beta_Impairment_Colour * SightIssues + beta_Impairment_Smell * 
        SmellIssues + beta_Impairment_Sound * HearingIssues + 
        beta_MostRecentVisit * MostRecentVisit + beta_WoodlandsScore * 
        WoodlandsScore
    P = list()
    V = list()
    V[["A"]] = asc_A + beta_Tax * Tax1 + b_Colour * (Colour1 == 
        1) + b_Colour2 * (Colour1 == 2) + b_Smell * (Smell1 == 
        1) + b_Smell2 * (Smell1 == 2) + b_Sound * (Sound1 == 
        1) + b_Sound2 * (Sound1 == 2) + b_Deadwood * (Deadwood1 == 
        7) + b_Deadwood2 * (Deadwood1 == 15)
    V[["B"]] = asc_B + beta_Tax * Tax2 + b_Colour * (Colour2 == 
        1) + b_Colour2 * (Colour2 == 2) + b_Smell * (Smell2 == 
        1) + b_Smell2 * (Smell2 == 2) + b_Sound * (Sound2 == 
        1) + b_Sound2 * (Sound2 == 2) + b_Deadwood * (Deadwood2 == 
        7) + b_Deadwood2 * (Deadwood2 == 15)
    V[["C"]] = asc_C1
    mnl_settings = list(alternatives = c(A = 1, B = 2, C = 3), 
        avail = list(A = 1, B = 1, C = 1), choiceVar = Choice, 
        V = V)
    P[["model"]] = apollo_mnl(mnl_settings, functionality)
    P = apollo_panelProd(P, apollo_inputs, functionality)
    P = apollo_avgInterDraws(P, apollo_inputs, functionality)
    P = apollo_weighting(P, apollo_inputs, functionality)
    P = apollo_prepareProb(P, apollo_inputs, functionality)
    return(P)
}
