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_Winter_PreferenceSpaceModel_Balanced
Model description                           : H1_Winter_PreferenceSpaceModel_Balanced
Model run at                                : 2024-07-17 16:59:34.435124
Estimation method                           : bgw
Model diagnosis                             : Relative function convergence
Optimisation diagnosis                      : Maximum found
     hessian properties                     : Negative definite
     maximum eigenvalue                     : -21.706317
     reciprocal of condition number         : 8.54953e-06
Number of individuals                       : 1879
Number of rows in database                  : 16911
Number of modelled outcomes                 : 16911

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

LL(start)                                   : -19433.02
LL at equal shares, LL(0)                   : -18579.95
LL at observed shares, LL(C)                : -18467.14
LL(final)                                   : -13796.15
Rho-squared vs equal shares                  :  0.2575 
Adj.Rho-squared vs equal shares              :  0.2557 
Rho-squared vs observed shares               :  0.2529 
Adj.Rho-squared vs observed shares           :  0.2513 
AIC                                         :  27656.3 
BIC                                         :  27903.84 

Estimated parameters                        : 32
Time taken (hh:mm:ss)                       :  00:48:54.76 
     pre-estimation                         :  00:04:50.34 
     estimation                             :  00:06:53.04 
          initial estimation                :  00:06:9.17 
          estimation after rescaling        :  00:00:43.87 
     post-estimation                        :  00:37:11.38 
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                    -0.541944    0.153540     -3.5297  2.0805e-04
mu_Tax                   -3.316564    0.094351    -35.1514    0.000000
mu_Colour2                0.085144    0.040527      2.1009    0.017824
mu_Colour                 0.185876    0.058631      3.1703  7.6154e-04
mu_Smell2                 0.134665    0.035854      3.7559   8.637e-05
mu_Smell                  0.142156    0.056013      2.5379    0.005576
mu_Sound2                 0.374335    0.042080      8.8958    0.000000
mu_Sound                  0.214108    0.053422      4.0078   3.064e-05
mu_Deadwood2              0.703399    0.043380     16.2149    0.000000
mu_Deadwood               0.246311    0.050478      4.8795   5.317e-07
sig_Tax                   2.840734    0.096998     29.2865    0.000000
sig_Sound                -0.290022    0.189855     -1.5276    0.063306
sig_Smell                -0.272424    0.193914     -1.4049    0.080030
sig_Colour                0.351039    0.141094      2.4880    0.006424
sig_Deadwood              0.618627    0.084619      7.3108   1.328e-13
sig_Sound2                1.081480    0.051185     21.1288    0.000000
sig_Smell2                0.472417    0.063606      7.4272   5.551e-14
sig_Colour2               0.817656    0.054316     15.0537    0.000000
sig_Deadwood2             0.700297    0.060450     11.5848    0.000000
beta_Gender               0.057076    0.072942      0.7825    0.216966
beta_Age                 -0.660064    0.078551     -8.4029    0.000000
beta_Distance          -9.0682e-04    0.004171     -0.2174    0.413953
beta_Charity             -0.192696    0.083928     -2.2960    0.010839
beta_Income              -0.334850    0.054309     -6.1656   3.510e-10
beta_Impairment_Colour    0.071760    0.117830      0.6090    0.271257
beta_Impairment_Smell    -0.216173    0.134710     -1.6047    0.054277
beta_Impairment_Sound    -0.434984    0.158311     -2.7476    0.003001
beta_Country             -0.084008    0.074245     -1.1315    0.128923
beta_White               -0.021225    0.087873     -0.2415    0.404568
beta_Urbanicity          -0.118850    0.078243     -1.5190    0.064385
beta_MostRecentVisit     -0.027236    0.023640     -1.1521    0.124632
beta_WoodlandsScore      -0.002630    0.001842     -1.4277    0.076690
                          Rob.s.e. Rob.t.rat.(0)  p(1-sided)
asc_A                           NA            NA          NA
asc_B                           NA            NA          NA
asc_C                     0.233741       -2.3186    0.010209
mu_Tax                    0.091881      -36.0964    0.000000
mu_Colour2                0.040474        2.1037    0.017703
mu_Colour                 0.056047        3.3164  4.5587e-04
mu_Smell2                 0.034536        3.8992   4.825e-05
mu_Smell                  0.056180        2.5304    0.005697
mu_Sound2                 0.043671        8.5718    0.000000
mu_Sound                  0.052105        4.1092   1.985e-05
mu_Deadwood2              0.046473       15.1355    0.000000
mu_Deadwood               0.051717        4.7627   9.551e-07
sig_Tax                   0.111010       25.5898    0.000000
sig_Sound                 0.207320       -1.3989    0.080920
sig_Smell                 0.207859       -1.3106    0.094994
sig_Colour                0.147072        2.3869    0.008497
sig_Deadwood              0.099479        6.2187   2.507e-10
sig_Sound2                0.054119       19.9833    0.000000
sig_Smell2                0.066580        7.0955   6.445e-13
sig_Colour2               0.056883       14.3744    0.000000
sig_Deadwood2             0.062924       11.1292    0.000000
beta_Gender               0.110194        0.5180    0.302245
beta_Age                  0.118622       -5.5644   1.315e-08
beta_Distance             0.005871       -0.1545    0.438625
beta_Charity              0.120408       -1.6004    0.054759
beta_Income               0.083510       -4.0097   3.040e-05
beta_Impairment_Colour    0.165343        0.4340    0.332141
beta_Impairment_Smell     0.187246       -1.1545    0.124150
beta_Impairment_Sound     0.228399       -1.9045    0.028423
beta_Country              0.109801       -0.7651    0.222107
beta_White                0.134153       -0.1582    0.437144
beta_Urbanicity           0.119559       -0.9941    0.160096
beta_MostRecentVisit      0.035708       -0.7627    0.222810
beta_WoodlandsScore       0.002824       -0.9312    0.175876


Overview of choices for MNL model component :
                                        A        B        C
Times available                  16911.00 16911.00 16911.00
Times chosen                      6401.00  5705.00  4805.00
Percentage chosen overall           37.85    33.74    28.41
Percentage chosen when available    37.85    33.74    28.41



Classical covariance matrix:
                                        asc_C                 mu_Tax
asc_C                                0.023575             2.5128e-04
mu_Tax                             2.5128e-04               0.008902
mu_Colour2                         7.3141e-04             -4.531e-05
mu_Colour                            0.001329            -5.9586e-04
mu_Smell2                          7.5525e-04             1.7738e-04
mu_Smell                           5.3639e-04               0.001578
mu_Sound2                          3.9410e-04             4.8949e-04
mu_Sound                            8.166e-05               0.001263
mu_Deadwood2                       5.1234e-04               0.001181
mu_Deadwood                          0.001068             5.9864e-04
sig_Tax                           -6.5298e-04              -0.004296
sig_Sound                          9.3694e-04            -1.2851e-04
sig_Smell                          3.1374e-04             1.5525e-04
sig_Colour                          1.377e-05             8.2680e-04
sig_Deadwood                       3.8280e-04             4.2795e-04
sig_Sound2                        -4.1293e-04             3.8601e-04
sig_Smell2                        -5.0279e-04             3.6649e-04
sig_Colour2                       -2.4130e-04             4.1917e-04
sig_Deadwood2                     -1.9592e-04              5.909e-05
beta_Gender                         -0.001117             1.3786e-04
beta_Age                            -0.001421             -1.575e-05
beta_Distance                     -1.7426e-04              6.337e-07
beta_Charity                      -6.4785e-04              3.957e-05
beta_Income                       -9.1780e-04             -5.125e-05
beta_Impairment_Colour              -0.001380              7.378e-05
beta_Impairment_Smell             -9.6065e-04            -1.9047e-04
beta_Impairment_Sound             -2.0564e-04            -1.5443e-04
beta_Country                        -0.002478             -7.275e-05
beta_White                          -0.004133             -2.641e-05
beta_Urbanicity                     -0.004598             -9.470e-05
beta_MostRecentVisit              -9.0017e-04              4.639e-05
beta_WoodlandsScore               -1.5484e-04             -1.416e-06
                                   mu_Colour2              mu_Colour
asc_C                              7.3141e-04               0.001329
mu_Tax                             -4.531e-05            -5.9586e-04
mu_Colour2                           0.001642             8.9504e-04
mu_Colour                          8.9504e-04               0.003438
mu_Smell2                          2.0414e-04             5.0241e-04
mu_Smell                          -1.3416e-04              -0.001101
mu_Sound2                          -2.226e-05             1.3844e-04
mu_Sound                          -4.4379e-04              -0.001335
mu_Deadwood2                        1.399e-06             2.0503e-04
mu_Deadwood                        4.5073e-04             5.6077e-04
sig_Tax                             3.152e-05             6.0363e-04
sig_Sound                          4.2666e-04             6.1435e-04
sig_Smell                          1.2439e-04            -4.3984e-04
sig_Colour                         1.1659e-04             7.0728e-04
sig_Deadwood                       1.6799e-04             5.0257e-04
sig_Sound2                          1.356e-05            -1.1839e-04
sig_Smell2                        -3.1281e-04            -4.1399e-04
sig_Colour2                       -2.0075e-04             -1.015e-05
sig_Deadwood2                      -2.191e-05              2.431e-05
beta_Gender                        -8.027e-06             -3.489e-05
beta_Age                            9.764e-07             -2.521e-05
beta_Distance                      -6.686e-07             -1.317e-06
beta_Charity                        6.761e-06             -4.577e-05
beta_Income                         1.842e-06             -2.226e-06
beta_Impairment_Colour              7.488e-06             -4.700e-05
beta_Impairment_Smell               7.334e-06              2.259e-05
beta_Impairment_Sound              -1.385e-05              2.104e-05
beta_Country                        3.956e-06             -6.400e-06
beta_White                          1.082e-05             -3.934e-06
beta_Urbanicity                     2.027e-05             -7.144e-07
beta_MostRecentVisit                3.448e-06             -4.076e-08
beta_WoodlandsScore                -3.009e-07             -7.290e-07
                                    mu_Smell2               mu_Smell
asc_C                              7.5525e-04             5.3639e-04
mu_Tax                             1.7738e-04               0.001578
mu_Colour2                         2.0414e-04            -1.3416e-04
mu_Colour                          5.0241e-04              -0.001101
mu_Smell2                            0.001286             4.6108e-04
mu_Smell                           4.6108e-04               0.003137
mu_Sound2                          -2.808e-05             1.3960e-04
mu_Sound                          -1.4792e-04             5.7967e-04
mu_Deadwood2                        2.546e-06             6.1683e-04
mu_Deadwood                        2.4330e-04             -3.131e-06
sig_Tax                           -1.7277e-04              -0.001622
sig_Sound                           4.241e-05             2.9487e-04
sig_Smell                         -1.2370e-04            -3.2745e-04
sig_Colour                         1.0009e-04             5.8576e-04
sig_Deadwood                        8.074e-05            -1.3195e-04
sig_Sound2                          1.242e-05             2.0492e-04
sig_Smell2                        -1.2690e-04             1.5201e-04
sig_Colour2                       -2.6981e-04             1.1720e-04
sig_Deadwood2                      -2.340e-05             1.0026e-04
beta_Gender                        -5.838e-06              6.993e-05
beta_Age                           -8.170e-07             -5.607e-05
beta_Distance                       1.653e-07              1.238e-06
beta_Charity                       -2.115e-05              7.364e-05
beta_Income                        -4.457e-06             -2.758e-05
beta_Impairment_Colour             -1.613e-05              6.790e-05
beta_Impairment_Smell              -5.505e-06             -5.052e-05
beta_Impairment_Sound               1.794e-05             -4.889e-05
beta_Country                       -8.420e-06              5.011e-05
beta_White                         -3.947e-06             -8.855e-07
beta_Urbanicity                    -8.749e-06              1.931e-05
beta_MostRecentVisit                1.429e-06              1.089e-05
beta_WoodlandsScore                -1.790e-07              2.940e-07
                                    mu_Sound2               mu_Sound
asc_C                              3.9410e-04              8.166e-05
mu_Tax                             4.8949e-04               0.001263
mu_Colour2                         -2.226e-05            -4.4379e-04
mu_Colour                          1.3844e-04              -0.001335
mu_Smell2                          -2.808e-05            -1.4792e-04
mu_Smell                           1.3960e-04             5.7967e-04
mu_Sound2                            0.001771             4.7954e-04
mu_Sound                           4.7954e-04               0.002854
mu_Deadwood2                       2.0698e-04              6.542e-05
mu_Deadwood                         5.176e-05             -5.649e-05
sig_Tax                           -3.5339e-04              -0.001196
sig_Sound                           8.611e-05              -0.001334
sig_Smell                           1.524e-05             4.0511e-04
sig_Colour                         2.4143e-04              5.450e-05
sig_Deadwood                       2.0895e-04             5.4850e-04
sig_Sound2                          3.076e-05             1.1103e-04
sig_Smell2                         1.5492e-04             2.2113e-04
sig_Colour2                        3.5361e-04             1.0875e-04
sig_Deadwood2                      1.2774e-04              6.998e-05
beta_Gender                         2.813e-05              5.475e-05
beta_Age                           -6.229e-05             -5.802e-05
beta_Distance                       6.992e-07              8.478e-07
beta_Charity                        7.177e-06              3.224e-05
beta_Income                        -2.509e-05             -3.631e-05
beta_Impairment_Colour              1.645e-05              6.222e-05
beta_Impairment_Smell              -3.882e-05            -1.2896e-04
beta_Impairment_Sound              -9.544e-06             -1.384e-05
beta_Country                        1.301e-05              2.236e-05
beta_White                         -1.140e-05             -2.172e-05
beta_Urbanicity                    -3.335e-06             -3.643e-05
beta_MostRecentVisit               -6.676e-07              6.386e-06
beta_WoodlandsScore                 9.525e-09              1.146e-07
                                 mu_Deadwood2            mu_Deadwood
asc_C                              5.1234e-04               0.001068
mu_Tax                               0.001181             5.9864e-04
mu_Colour2                          1.399e-06             4.5073e-04
mu_Colour                          2.0503e-04             5.6077e-04
mu_Smell2                           2.546e-06             2.4330e-04
mu_Smell                           6.1683e-04             -3.131e-06
mu_Sound2                          2.0698e-04              5.176e-05
mu_Sound                            6.542e-05             -5.649e-05
mu_Deadwood2                         0.001882             7.5710e-04
mu_Deadwood                        7.5710e-04               0.002548
sig_Tax                             -0.001122            -5.0915e-04
sig_Sound                           2.543e-05              -0.001020
sig_Smell                         -4.0593e-04             1.6271e-04
sig_Colour                         7.3143e-04             4.2043e-04
sig_Deadwood                       3.6188e-04             3.9869e-04
sig_Sound2                         2.2270e-04             -7.125e-06
sig_Smell2                         1.3499e-04            -1.5323e-04
sig_Colour2                        4.5050e-04              2.483e-05
sig_Deadwood2                      2.6814e-04              5.110e-05
beta_Gender                         4.951e-05              2.629e-05
beta_Age                          -1.3153e-04             -7.351e-05
beta_Distance                       1.523e-06             -7.061e-07
beta_Charity                        3.907e-05              5.772e-05
beta_Income                        -5.482e-05             -2.904e-05
beta_Impairment_Colour              3.060e-05              9.006e-05
beta_Impairment_Smell              -6.269e-05             -5.834e-05
beta_Impairment_Sound              -1.498e-05             -7.233e-05
beta_Country                        2.608e-05              3.317e-05
beta_White                         -1.513e-05             -2.440e-06
beta_Urbanicity                    -7.619e-06              9.616e-06
beta_MostRecentVisit                1.264e-05              7.802e-06
beta_WoodlandsScore                -2.766e-07             -6.199e-09
                                      sig_Tax              sig_Sound
asc_C                             -6.5298e-04             9.3694e-04
mu_Tax                              -0.004296            -1.2851e-04
mu_Colour2                          3.152e-05             4.2666e-04
mu_Colour                          6.0363e-04             6.1435e-04
mu_Smell2                         -1.7277e-04              4.241e-05
mu_Smell                            -0.001622             2.9487e-04
mu_Sound2                         -3.5339e-04              8.611e-05
mu_Sound                            -0.001196              -0.001334
mu_Deadwood2                        -0.001122              2.543e-05
mu_Deadwood                       -5.0915e-04              -0.001020
sig_Tax                              0.009409            -5.5568e-04
sig_Sound                         -5.5568e-04               0.036045
sig_Smell                           -0.001144               0.005179
sig_Colour                        -8.8587e-04               0.006627
sig_Deadwood                      -4.0075e-04             2.6304e-04
sig_Sound2                        -1.9753e-04              -0.001274
sig_Smell2                        -2.3205e-04             4.4975e-04
sig_Colour2                       -3.5885e-04             3.5653e-04
sig_Deadwood2                     -1.1442e-04            -4.1013e-04
beta_Gender                       -1.5779e-04              6.683e-05
beta_Age                           -7.154e-05             2.0780e-04
beta_Distance                      -1.226e-06              1.189e-06
beta_Charity                       1.1337e-04            -2.3670e-04
beta_Income                         2.556e-05              5.718e-06
beta_Impairment_Colour             -6.257e-05            -5.4486e-04
beta_Impairment_Smell              1.0309e-04             5.1872e-04
beta_Impairment_Sound               3.351e-05             3.7901e-04
beta_Country                       -3.840e-05             -4.736e-05
beta_White                          4.392e-07             2.6407e-04
beta_Urbanicity                    -6.041e-05             1.7449e-04
beta_MostRecentVisit                5.633e-05             -4.689e-05
beta_WoodlandsScore                 1.286e-06             -2.240e-06
                                    sig_Smell             sig_Colour
asc_C                              3.1374e-04              1.377e-05
mu_Tax                             1.5525e-04             8.2680e-04
mu_Colour2                         1.2439e-04             1.1659e-04
mu_Colour                         -4.3984e-04             7.0728e-04
mu_Smell2                         -1.2370e-04             1.0009e-04
mu_Smell                          -3.2745e-04             5.8576e-04
mu_Sound2                           1.524e-05             2.4143e-04
mu_Sound                           4.0511e-04              5.450e-05
mu_Deadwood2                      -4.0593e-04             7.3143e-04
mu_Deadwood                        1.6271e-04             4.2043e-04
sig_Tax                             -0.001144            -8.8587e-04
sig_Sound                            0.005179               0.006627
sig_Smell                            0.037603               0.007410
sig_Colour                           0.007410               0.019908
sig_Deadwood                       6.3627e-04               0.001303
sig_Sound2                        -3.4623e-04             4.0683e-04
sig_Smell2                        -3.4389e-04             6.0986e-04
sig_Colour2                        -5.428e-05               0.001184
sig_Deadwood2                     -5.0844e-04             5.4849e-04
beta_Gender                        1.5781e-04             -6.219e-05
beta_Age                           4.7171e-04            -5.3179e-04
beta_Distance                      -4.287e-06             -3.292e-06
beta_Charity                       3.7901e-04             1.4195e-04
beta_Income                        2.1476e-04            -1.9369e-04
beta_Impairment_Colour            -1.0095e-04            -2.1328e-04
beta_Impairment_Smell             -1.4912e-04              6.516e-05
beta_Impairment_Sound              2.8753e-04            -1.4151e-04
beta_Country                       -7.649e-05             1.5595e-04
beta_White                         3.1942e-04             3.6265e-04
beta_Urbanicity                     4.792e-05             1.3712e-04
beta_MostRecentVisit              -1.6777e-04             -9.531e-05
beta_WoodlandsScore                 1.484e-06             -6.952e-06
                                 sig_Deadwood             sig_Sound2
asc_C                              3.8280e-04            -4.1293e-04
mu_Tax                             4.2795e-04             3.8601e-04
mu_Colour2                         1.6799e-04              1.356e-05
mu_Colour                          5.0257e-04            -1.1839e-04
mu_Smell2                           8.074e-05              1.242e-05
mu_Smell                          -1.3195e-04             2.0492e-04
mu_Sound2                          2.0895e-04              3.076e-05
mu_Sound                           5.4850e-04             1.1103e-04
mu_Deadwood2                       3.6188e-04             2.2270e-04
mu_Deadwood                        3.9869e-04             -7.125e-06
sig_Tax                           -4.0075e-04            -1.9753e-04
sig_Sound                          2.6304e-04              -0.001274
sig_Smell                          6.3627e-04            -3.4623e-04
sig_Colour                           0.001303             4.0683e-04
sig_Deadwood                         0.007160             3.4043e-04
sig_Sound2                         3.4043e-04               0.002620
sig_Smell2                         5.0474e-04             5.0821e-04
sig_Colour2                        6.1165e-04             4.4240e-04
sig_Deadwood2                      4.3045e-04             5.0980e-04
beta_Gender                         1.790e-05              7.686e-05
beta_Age                          -1.5866e-04            -1.1974e-04
beta_Distance                      -6.565e-06              5.814e-07
beta_Charity                       -1.940e-05              7.027e-05
beta_Income                       -1.2391e-04             -2.444e-05
beta_Impairment_Colour             -4.897e-05              7.977e-05
beta_Impairment_Smell             -3.4911e-04             -9.530e-05
beta_Impairment_Sound              2.1313e-04             -5.721e-05
beta_Country                       -5.244e-05              1.029e-05
beta_White                        -1.1577e-04              3.496e-05
beta_Urbanicity                   -1.6814e-04             -2.285e-05
beta_MostRecentVisit                5.777e-05              1.682e-07
beta_WoodlandsScore                -4.329e-06              1.163e-06
                                   sig_Smell2            sig_Colour2
asc_C                             -5.0279e-04            -2.4130e-04
mu_Tax                             3.6649e-04             4.1917e-04
mu_Colour2                        -3.1281e-04            -2.0075e-04
mu_Colour                         -4.1399e-04             -1.015e-05
mu_Smell2                         -1.2690e-04            -2.6981e-04
mu_Smell                           1.5201e-04             1.1720e-04
mu_Sound2                          1.5492e-04             3.5361e-04
mu_Sound                           2.2113e-04             1.0875e-04
mu_Deadwood2                       1.3499e-04             4.5050e-04
mu_Deadwood                       -1.5323e-04              2.483e-05
sig_Tax                           -2.3205e-04            -3.5885e-04
sig_Sound                          4.4975e-04             3.5653e-04
sig_Smell                         -3.4389e-04             -5.428e-05
sig_Colour                         6.0986e-04               0.001184
sig_Deadwood                       5.0474e-04             6.1165e-04
sig_Sound2                         5.0821e-04             4.4240e-04
sig_Smell2                           0.004046             3.0010e-04
sig_Colour2                        3.0010e-04               0.002950
sig_Deadwood2                      2.6220e-04             6.8189e-04
beta_Gender                        1.0173e-04              6.753e-05
beta_Age                           -8.403e-05            -2.1090e-04
beta_Distance                       1.414e-06              7.125e-07
beta_Charity                        5.621e-05              6.517e-05
beta_Income                       -1.0420e-04             -5.319e-05
beta_Impairment_Colour             -9.462e-06              1.061e-05
beta_Impairment_Smell              -1.671e-05             -6.263e-05
beta_Impairment_Sound              -7.708e-05             -9.258e-05
beta_Country                        9.305e-06              6.933e-05
beta_White                          5.012e-06              4.118e-06
beta_Urbanicity                    -8.046e-05              2.398e-05
beta_MostRecentVisit               -2.253e-05             -2.521e-06
beta_WoodlandsScore                 8.208e-07             -3.601e-07
                                sig_Deadwood2            beta_Gender
asc_C                             -1.9592e-04              -0.001117
mu_Tax                              5.909e-05             1.3786e-04
mu_Colour2                         -2.191e-05             -8.027e-06
mu_Colour                           2.431e-05             -3.489e-05
mu_Smell2                          -2.340e-05             -5.838e-06
mu_Smell                           1.0026e-04              6.993e-05
mu_Sound2                          1.2774e-04              2.813e-05
mu_Sound                            6.998e-05              5.475e-05
mu_Deadwood2                       2.6814e-04              4.951e-05
mu_Deadwood                         5.110e-05              2.629e-05
sig_Tax                           -1.1442e-04            -1.5779e-04
sig_Sound                         -4.1013e-04              6.683e-05
sig_Smell                         -5.0844e-04             1.5781e-04
sig_Colour                         5.4849e-04             -6.219e-05
sig_Deadwood                       4.3045e-04              1.790e-05
sig_Sound2                         5.0980e-04              7.686e-05
sig_Smell2                         2.6220e-04             1.0173e-04
sig_Colour2                        6.8189e-04              6.753e-05
sig_Deadwood2                        0.003654             -8.645e-06
beta_Gender                        -8.645e-06               0.005321
beta_Age                           -7.970e-05              -0.001311
beta_Distance                      -5.617e-08             -1.165e-05
beta_Charity                       -1.809e-05            -2.0799e-04
beta_Income                        -2.295e-05            -1.6359e-04
beta_Impairment_Colour             -2.191e-06             4.2494e-04
beta_Impairment_Smell              -6.428e-05            -5.0044e-04
beta_Impairment_Sound              -7.859e-06            -8.7746e-04
beta_Country                        3.847e-05             1.1538e-04
beta_White                          2.528e-05             -6.246e-05
beta_Urbanicity                     2.662e-05            -3.9664e-04
beta_MostRecentVisit               -2.839e-05             -8.768e-05
beta_WoodlandsScore                 1.703e-06              6.313e-08
                                     beta_Age          beta_Distance
asc_C                               -0.001421            -1.7426e-04
mu_Tax                             -1.575e-05              6.337e-07
mu_Colour2                          9.764e-07             -6.686e-07
mu_Colour                          -2.521e-05             -1.317e-06
mu_Smell2                          -8.170e-07              1.653e-07
mu_Smell                           -5.607e-05              1.238e-06
mu_Sound2                          -6.229e-05              6.992e-07
mu_Sound                           -5.802e-05              8.478e-07
mu_Deadwood2                      -1.3153e-04              1.523e-06
mu_Deadwood                        -7.351e-05             -7.061e-07
sig_Tax                            -7.154e-05             -1.226e-06
sig_Sound                          2.0780e-04              1.189e-06
sig_Smell                          4.7171e-04             -4.287e-06
sig_Colour                        -5.3179e-04             -3.292e-06
sig_Deadwood                      -1.5866e-04             -6.565e-06
sig_Sound2                        -1.1974e-04              5.814e-07
sig_Smell2                         -8.403e-05              1.414e-06
sig_Colour2                       -2.1090e-04              7.125e-07
sig_Deadwood2                      -7.970e-05             -5.617e-08
beta_Gender                         -0.001311             -1.165e-05
beta_Age                             0.006170              2.122e-05
beta_Distance                       2.122e-05              1.740e-05
beta_Charity                       2.1164e-04             -3.014e-05
beta_Income                        -9.782e-05             -8.054e-06
beta_Impairment_Colour             1.7103e-04             -1.116e-05
beta_Impairment_Smell              9.9910e-04             -3.920e-05
beta_Impairment_Sound             -6.0736e-04              2.681e-08
beta_Country                       -3.323e-05              3.601e-05
beta_White                        -8.6310e-04              1.459e-05
beta_Urbanicity                   -5.2787e-04              5.824e-06
beta_MostRecentVisit               4.7784e-04              1.175e-05
beta_WoodlandsScore                -9.483e-06             -2.477e-07
                                 beta_Charity            beta_Income
asc_C                             -6.4785e-04            -9.1780e-04
mu_Tax                              3.957e-05             -5.125e-05
mu_Colour2                          6.761e-06              1.842e-06
mu_Colour                          -4.577e-05             -2.226e-06
mu_Smell2                          -2.115e-05             -4.457e-06
mu_Smell                            7.364e-05             -2.758e-05
mu_Sound2                           7.177e-06             -2.509e-05
mu_Sound                            3.224e-05             -3.631e-05
mu_Deadwood2                        3.907e-05             -5.482e-05
mu_Deadwood                         5.772e-05             -2.904e-05
sig_Tax                            1.1337e-04              2.556e-05
sig_Sound                         -2.3670e-04              5.718e-06
sig_Smell                          3.7901e-04             2.1476e-04
sig_Colour                         1.4195e-04            -1.9369e-04
sig_Deadwood                       -1.940e-05            -1.2391e-04
sig_Sound2                          7.027e-05             -2.444e-05
sig_Smell2                          5.621e-05            -1.0420e-04
sig_Colour2                         6.517e-05             -5.319e-05
sig_Deadwood2                      -1.809e-05             -2.295e-05
beta_Gender                       -2.0799e-04            -1.6359e-04
beta_Age                           2.1164e-04             -9.782e-05
beta_Distance                      -3.014e-05             -8.054e-06
beta_Charity                         0.007044              4.552e-05
beta_Income                         4.552e-05               0.002949
beta_Impairment_Colour            -5.6582e-04             5.3057e-04
beta_Impairment_Smell             -8.4720e-04             4.1819e-04
beta_Impairment_Sound             -8.8954e-04            -3.2119e-04
beta_Country                       2.5479e-04            -1.1526e-04
beta_White                        -3.5086e-04             2.5142e-04
beta_Urbanicity                    4.8256e-04            -1.8798e-04
beta_MostRecentVisit              -5.1311e-04            -1.3857e-04
beta_WoodlandsScore                -3.645e-06             -2.358e-06
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.001380            -9.6065e-04
mu_Tax                              7.378e-05            -1.9047e-04
mu_Colour2                          7.488e-06              7.334e-06
mu_Colour                          -4.700e-05              2.259e-05
mu_Smell2                          -1.613e-05             -5.505e-06
mu_Smell                            6.790e-05             -5.052e-05
mu_Sound2                           1.645e-05             -3.882e-05
mu_Sound                            6.222e-05            -1.2896e-04
mu_Deadwood2                        3.060e-05             -6.269e-05
mu_Deadwood                         9.006e-05             -5.834e-05
sig_Tax                            -6.257e-05             1.0309e-04
sig_Sound                         -5.4486e-04             5.1872e-04
sig_Smell                         -1.0095e-04            -1.4912e-04
sig_Colour                        -2.1328e-04              6.516e-05
sig_Deadwood                       -4.897e-05            -3.4911e-04
sig_Sound2                          7.977e-05             -9.530e-05
sig_Smell2                         -9.462e-06             -1.671e-05
sig_Colour2                         1.061e-05             -6.263e-05
sig_Deadwood2                      -2.191e-06             -6.428e-05
beta_Gender                        4.2494e-04            -5.0044e-04
beta_Age                           1.7103e-04             9.9910e-04
beta_Distance                      -1.116e-05             -3.920e-05
beta_Charity                      -5.6582e-04            -8.4720e-04
beta_Income                        5.3057e-04             4.1819e-04
beta_Impairment_Colour               0.013884              -0.004012
beta_Impairment_Smell               -0.004012               0.018147
beta_Impairment_Sound               -0.005475              -0.004123
beta_Country                      -4.6941e-04              5.631e-05
beta_White                         -8.758e-05              1.250e-05
beta_Urbanicity                    1.8448e-04             1.4285e-04
beta_MostRecentVisit               -5.400e-05            -1.9040e-04
beta_WoodlandsScore                 7.771e-06              8.565e-06
                        beta_Impairment_Sound           beta_Country
asc_C                             -2.0564e-04              -0.002478
mu_Tax                            -1.5443e-04             -7.275e-05
mu_Colour2                         -1.385e-05              3.956e-06
mu_Colour                           2.104e-05             -6.400e-06
mu_Smell2                           1.794e-05             -8.420e-06
mu_Smell                           -4.889e-05              5.011e-05
mu_Sound2                          -9.544e-06              1.301e-05
mu_Sound                           -1.384e-05              2.236e-05
mu_Deadwood2                       -1.498e-05              2.608e-05
mu_Deadwood                        -7.233e-05              3.317e-05
sig_Tax                             3.351e-05             -3.840e-05
sig_Sound                          3.7901e-04             -4.736e-05
sig_Smell                          2.8753e-04             -7.649e-05
sig_Colour                        -1.4151e-04             1.5595e-04
sig_Deadwood                       2.1313e-04             -5.244e-05
sig_Sound2                         -5.721e-05              1.029e-05
sig_Smell2                         -7.708e-05              9.305e-06
sig_Colour2                        -9.258e-05              6.933e-05
sig_Deadwood2                      -7.859e-06              3.847e-05
beta_Gender                       -8.7746e-04             1.1538e-04
beta_Age                          -6.0736e-04             -3.323e-05
beta_Distance                       2.681e-08              3.601e-05
beta_Charity                      -8.8954e-04             2.5479e-04
beta_Income                       -3.2119e-04            -1.1526e-04
beta_Impairment_Colour              -0.005475            -4.6941e-04
beta_Impairment_Smell               -0.004123              5.631e-05
beta_Impairment_Sound                0.025063             6.8753e-04
beta_Country                       6.8753e-04               0.005512
beta_White                        -1.1131e-04              -0.001543
beta_Urbanicity                    -7.328e-05             4.6036e-04
beta_MostRecentVisit              -1.8896e-04              5.974e-05
beta_WoodlandsScore                 1.493e-05             -6.666e-06
                                   beta_White        beta_Urbanicity
asc_C                               -0.004133              -0.004598
mu_Tax                             -2.641e-05             -9.470e-05
mu_Colour2                          1.082e-05              2.027e-05
mu_Colour                          -3.934e-06             -7.144e-07
mu_Smell2                          -3.947e-06             -8.749e-06
mu_Smell                           -8.855e-07              1.931e-05
mu_Sound2                          -1.140e-05             -3.335e-06
mu_Sound                           -2.172e-05             -3.643e-05
mu_Deadwood2                       -1.513e-05             -7.619e-06
mu_Deadwood                        -2.440e-06              9.616e-06
sig_Tax                             4.392e-07             -6.041e-05
sig_Sound                          2.6407e-04             1.7449e-04
sig_Smell                          3.1942e-04              4.792e-05
sig_Colour                         3.6265e-04             1.3712e-04
sig_Deadwood                      -1.1577e-04            -1.6814e-04
sig_Sound2                          3.496e-05             -2.285e-05
sig_Smell2                          5.012e-06             -8.046e-05
sig_Colour2                         4.118e-06              2.398e-05
sig_Deadwood2                       2.528e-05              2.662e-05
beta_Gender                        -6.246e-05            -3.9664e-04
beta_Age                          -8.6310e-04            -5.2787e-04
beta_Distance                       1.459e-05              5.824e-06
beta_Charity                      -3.5086e-04             4.8256e-04
beta_Income                        2.5142e-04            -1.8798e-04
beta_Impairment_Colour             -8.758e-05             1.8448e-04
beta_Impairment_Smell               1.250e-05             1.4285e-04
beta_Impairment_Sound             -1.1131e-04             -7.328e-05
beta_Country                        -0.001543             4.6036e-04
beta_White                           0.007722            -1.2799e-04
beta_Urbanicity                   -1.2799e-04               0.006122
beta_MostRecentVisit              -1.0359e-04             1.5613e-04
beta_WoodlandsScore                -8.906e-06              2.609e-06
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                             -9.0017e-04            -1.5484e-04
mu_Tax                              4.639e-05             -1.416e-06
mu_Colour2                          3.448e-06             -3.009e-07
mu_Colour                          -4.076e-08             -7.290e-07
mu_Smell2                           1.429e-06             -1.790e-07
mu_Smell                            1.089e-05              2.940e-07
mu_Sound2                          -6.676e-07              9.525e-09
mu_Sound                            6.386e-06              1.146e-07
mu_Deadwood2                        1.264e-05             -2.766e-07
mu_Deadwood                         7.802e-06             -6.199e-09
sig_Tax                             5.633e-05              1.286e-06
sig_Sound                          -4.689e-05             -2.240e-06
sig_Smell                         -1.6777e-04              1.484e-06
sig_Colour                         -9.531e-05             -6.952e-06
sig_Deadwood                        5.777e-05             -4.329e-06
sig_Sound2                          1.682e-07              1.163e-06
sig_Smell2                         -2.253e-05              8.208e-07
sig_Colour2                        -2.521e-06             -3.601e-07
sig_Deadwood2                      -2.839e-05              1.703e-06
beta_Gender                        -8.768e-05              6.313e-08
beta_Age                           4.7784e-04             -9.483e-06
beta_Distance                       1.175e-05             -2.477e-07
beta_Charity                      -5.1311e-04             -3.645e-06
beta_Income                       -1.3857e-04             -2.358e-06
beta_Impairment_Colour             -5.400e-05              7.771e-06
beta_Impairment_Smell             -1.9040e-04              8.565e-06
beta_Impairment_Sound             -1.8896e-04              1.493e-05
beta_Country                        5.974e-05             -6.666e-06
beta_White                        -1.0359e-04             -8.906e-06
beta_Urbanicity                    1.5613e-04              2.609e-06
beta_MostRecentVisit               5.5883e-04             -2.627e-06
beta_WoodlandsScore                -2.627e-06              3.393e-06

Robust covariance matrix:
                                        asc_C                 mu_Tax
asc_C                                0.054635            -8.2998e-04
mu_Tax                            -8.2998e-04               0.008442
mu_Colour2                         6.9778e-04            -3.1057e-04
mu_Colour                            0.001189            -6.3148e-04
mu_Smell2                          6.8250e-04              6.400e-05
mu_Smell                           5.6452e-04               0.001582
mu_Sound2                            0.001229             1.0177e-04
mu_Sound                             0.001473             5.8544e-04
mu_Deadwood2                       5.4122e-04               0.001320
mu_Deadwood                          0.001298             5.7072e-04
sig_Tax                           -6.9987e-04              -0.003129
sig_Sound                            0.001104               0.001591
sig_Smell                            0.001543             9.5174e-04
sig_Colour                           0.001066             9.4128e-04
sig_Deadwood                         0.002629            -4.5159e-04
sig_Sound2                         -6.192e-05             6.6880e-04
sig_Smell2                         5.7731e-04             3.5594e-04
sig_Colour2                        8.7836e-04             9.7546e-04
sig_Deadwood2                      7.2061e-04             1.4520e-04
beta_Gender                       -6.6315e-04             5.1970e-04
beta_Age                            -0.004997             4.0523e-04
beta_Distance                     -3.5318e-04              5.210e-06
beta_Charity                        -0.002926             5.0705e-04
beta_Income                         -0.003365             2.2085e-04
beta_Impairment_Colour              -0.001274             3.6806e-04
beta_Impairment_Smell               -0.004863            -6.2077e-04
beta_Impairment_Sound               -0.001131            -7.5746e-04
beta_Country                        -0.005693              1.157e-05
beta_White                          -0.011353            -1.4083e-04
beta_Urbanicity                     -0.011781             -1.491e-05
beta_MostRecentVisit                -0.001675              9.162e-05
beta_WoodlandsScore               -3.3666e-04              1.765e-06
                                   mu_Colour2              mu_Colour
asc_C                              6.9778e-04               0.001189
mu_Tax                            -3.1057e-04            -6.3148e-04
mu_Colour2                           0.001638               0.001094
mu_Colour                            0.001094               0.003141
mu_Smell2                          3.2684e-04             6.1796e-04
mu_Smell                           -6.714e-05              -0.001023
mu_Sound2                          2.4244e-04             3.7866e-04
mu_Sound                          -2.6324e-04            -9.7094e-04
mu_Deadwood2                       1.1524e-04             2.9132e-04
mu_Deadwood                        7.1595e-04             5.0490e-04
sig_Tax                            5.3971e-04             9.1159e-04
sig_Sound                         -5.5970e-04              6.544e-06
sig_Smell                         -3.2204e-04            -3.5664e-04
sig_Colour                        -3.4272e-04             3.5216e-04
sig_Deadwood                       3.6340e-04               0.001269
sig_Sound2                        -1.6117e-04            -2.9092e-04
sig_Smell2                        -4.2133e-04            -5.5986e-04
sig_Colour2                       -2.9323e-04             -7.768e-05
sig_Deadwood2                      -6.179e-06              3.592e-05
beta_Gender                         7.185e-05              4.436e-05
beta_Age                          -2.3457e-04            -2.1240e-04
beta_Distance                       1.216e-05              9.678e-06
beta_Charity                        9.299e-05             -5.408e-05
beta_Income                       -1.7083e-04            -1.1042e-04
beta_Impairment_Colour             -5.549e-07              6.395e-05
beta_Impairment_Smell             -1.8247e-04            -1.9636e-04
beta_Impairment_Sound              3.2357e-04              9.240e-05
beta_Country                       -9.004e-06             1.4728e-04
beta_White                         -7.097e-05             1.3833e-04
beta_Urbanicity                     3.863e-05             -2.829e-05
beta_MostRecentVisit                4.133e-05              7.799e-05
beta_WoodlandsScore                 4.921e-07             -6.369e-06
                                    mu_Smell2               mu_Smell
asc_C                              6.8250e-04             5.6452e-04
mu_Tax                              6.400e-05               0.001582
mu_Colour2                         3.2684e-04             -6.714e-05
mu_Colour                          6.1796e-04              -0.001023
mu_Smell2                            0.001193             3.8796e-04
mu_Smell                           3.8796e-04               0.003156
mu_Sound2                          1.5561e-04              3.743e-05
mu_Sound                            9.405e-06             5.9039e-04
mu_Deadwood2                       1.9464e-04             9.4211e-04
mu_Deadwood                        3.3493e-04             3.0311e-04
sig_Tax                             3.106e-05              -0.002058
sig_Sound                          -1.937e-05             4.2985e-04
sig_Smell                           3.974e-05            -5.8699e-04
sig_Colour                        -1.1489e-04             8.4135e-04
sig_Deadwood                       3.0969e-04            -3.8813e-04
sig_Sound2                         -2.891e-05             5.4951e-04
sig_Smell2                        -1.1094e-04             5.1858e-04
sig_Colour2                       -3.0636e-04             5.8765e-04
sig_Deadwood2                       1.836e-05             3.8936e-04
beta_Gender                        1.0636e-04              1.691e-05
beta_Age                          -1.2378e-04            -1.3880e-04
beta_Distance                       2.008e-06             -1.121e-05
beta_Charity                       -2.277e-05              3.200e-05
beta_Income                        -2.817e-05             1.0274e-04
beta_Impairment_Colour             1.2318e-04              3.181e-05
beta_Impairment_Smell             -1.3430e-04            -1.0655e-04
beta_Impairment_Sound              1.2289e-04             -8.425e-05
beta_Country                       -1.337e-06              7.660e-05
beta_White                         1.7786e-04             1.6752e-04
beta_Urbanicity                    -3.563e-05             3.2857e-04
beta_MostRecentVisit                1.151e-05              1.779e-05
beta_WoodlandsScore                -2.053e-06             -2.212e-07
                                    mu_Sound2               mu_Sound
asc_C                                0.001229               0.001473
mu_Tax                             1.0177e-04             5.8544e-04
mu_Colour2                         2.4244e-04            -2.6324e-04
mu_Colour                          3.7866e-04            -9.7094e-04
mu_Smell2                          1.5561e-04              9.405e-06
mu_Smell                            3.743e-05             5.9039e-04
mu_Sound2                            0.001907             9.1486e-04
mu_Sound                           9.1486e-04               0.002715
mu_Deadwood2                       2.7737e-04             1.3282e-04
mu_Deadwood                        2.8112e-04             2.7621e-04
sig_Tax                             5.576e-05            -8.4258e-04
sig_Sound                         -3.3227e-04              -0.001682
sig_Smell                          -6.193e-05             6.5584e-04
sig_Colour                         3.1907e-04             -6.181e-05
sig_Deadwood                       2.7394e-04             4.9918e-04
sig_Sound2                         5.9302e-04             4.1308e-04
sig_Smell2                         1.6691e-04             2.4386e-04
sig_Colour2                        4.4233e-04             3.7629e-04
sig_Deadwood2                       5.047e-05             3.0337e-04
beta_Gender                         4.543e-05             -8.167e-06
beta_Age                          -2.0920e-04              1.265e-05
beta_Distance                      -7.619e-06             -1.594e-05
beta_Charity                      -1.2116e-04              6.913e-05
beta_Income                        -9.259e-05             -9.420e-06
beta_Impairment_Colour            -1.0828e-04             -1.350e-05
beta_Impairment_Smell              1.4256e-04            -1.6974e-04
beta_Impairment_Sound             -1.9244e-04            -2.8303e-04
beta_Country                      -1.3792e-04              9.139e-05
beta_White                         1.5067e-04            -4.6012e-04
beta_Urbanicity                   -2.8912e-04            -2.5037e-04
beta_MostRecentVisit                4.094e-05              5.579e-07
beta_WoodlandsScore                -4.151e-06             -2.180e-06
                                 mu_Deadwood2            mu_Deadwood
asc_C                              5.4122e-04               0.001298
mu_Tax                               0.001320             5.7072e-04
mu_Colour2                         1.1524e-04             7.1595e-04
mu_Colour                          2.9132e-04             5.0490e-04
mu_Smell2                          1.9464e-04             3.3493e-04
mu_Smell                           9.4211e-04             3.0311e-04
mu_Sound2                          2.7737e-04             2.8112e-04
mu_Sound                           1.3282e-04             2.7621e-04
mu_Deadwood2                         0.002160               0.001017
mu_Deadwood                          0.001017               0.002675
sig_Tax                             -0.001549            -5.9709e-04
sig_Sound                         -3.7172e-04              -0.001966
sig_Smell                         -1.7796e-04             2.9465e-04
sig_Colour                           0.001192             2.2110e-04
sig_Deadwood                       2.7333e-04             2.5767e-04
sig_Sound2                         3.3270e-04             -7.279e-05
sig_Smell2                         2.8879e-04            -1.4054e-04
sig_Colour2                        7.8135e-04             -7.717e-05
sig_Deadwood2                      7.7159e-04             3.5440e-04
beta_Gender                         1.446e-05             -1.521e-05
beta_Age                          -2.5053e-04            -1.2445e-04
beta_Distance                       7.554e-06              3.886e-06
beta_Charity                       2.2831e-04             2.8148e-04
beta_Income                        -4.181e-05             -6.246e-05
beta_Impairment_Colour             1.1878e-04            -1.8988e-04
beta_Impairment_Smell              -5.761e-05            -3.6191e-04
beta_Impairment_Sound             -1.3638e-04             8.0713e-04
beta_Country                       1.1305e-04             1.8771e-04
beta_White                         1.3977e-04             -9.712e-05
beta_Urbanicity                    -2.479e-06              7.026e-05
beta_MostRecentVisit                3.129e-06              2.560e-06
beta_WoodlandsScore                 1.272e-06              2.045e-06
                                      sig_Tax              sig_Sound
asc_C                             -6.9987e-04               0.001104
mu_Tax                              -0.003129               0.001591
mu_Colour2                         5.3971e-04            -5.5970e-04
mu_Colour                          9.1159e-04              6.544e-06
mu_Smell2                           3.106e-05             -1.937e-05
mu_Smell                            -0.002058             4.2985e-04
mu_Sound2                           5.576e-05            -3.3227e-04
mu_Sound                          -8.4258e-04              -0.001682
mu_Deadwood2                        -0.001549            -3.7172e-04
mu_Deadwood                       -5.9709e-04              -0.001966
sig_Tax                              0.012323              -0.003238
sig_Sound                           -0.003238               0.042982
sig_Smell                           -0.003381               0.009723
sig_Colour                          -0.002590               0.009289
sig_Deadwood                      -1.9467e-04             9.2103e-04
sig_Sound2                        -5.1511e-04              -0.002256
sig_Smell2                        -4.5294e-04               0.001110
sig_Colour2                         -0.001345               0.001635
sig_Deadwood2                     -5.1132e-04            -3.6651e-04
beta_Gender                       -4.1902e-04               0.001094
beta_Age                          -1.3929e-04             5.6726e-04
beta_Distance                      -7.189e-06             -5.366e-05
beta_Charity                       2.2631e-04            -3.4758e-04
beta_Income                       -1.4104e-04            -1.4011e-04
beta_Impairment_Colour            -4.5440e-04             -1.365e-05
beta_Impairment_Smell              5.1741e-04             -3.871e-06
beta_Impairment_Sound              5.0203e-04              -0.003583
beta_Country                      -2.5714e-04            -4.6904e-04
beta_White                         -3.441e-06              6.227e-06
beta_Urbanicity                   -3.2971e-04              -0.001201
beta_MostRecentVisit               2.5238e-04             -1.276e-06
beta_WoodlandsScore                 2.489e-06              9.288e-06
                                    sig_Smell             sig_Colour
asc_C                                0.001543               0.001066
mu_Tax                             9.5174e-04             9.4128e-04
mu_Colour2                        -3.2204e-04            -3.4272e-04
mu_Colour                         -3.5664e-04             3.5216e-04
mu_Smell2                           3.974e-05            -1.1489e-04
mu_Smell                          -5.8699e-04             8.4135e-04
mu_Sound2                          -6.193e-05             3.1907e-04
mu_Sound                           6.5584e-04             -6.181e-05
mu_Deadwood2                      -1.7796e-04               0.001192
mu_Deadwood                        2.9465e-04             2.2110e-04
sig_Tax                             -0.003381              -0.002590
sig_Sound                            0.009723               0.009289
sig_Smell                            0.043206               0.010002
sig_Colour                           0.010002               0.021630
sig_Deadwood                         0.001394               0.001858
sig_Sound2                        -4.4280e-04             6.9637e-04
sig_Smell2                         7.5168e-04               0.001931
sig_Colour2                        6.1623e-04               0.002488
sig_Deadwood2                     -9.2972e-04               0.001149
beta_Gender                        3.1945e-04            -2.0685e-04
beta_Age                           6.7743e-04            -7.0223e-04
beta_Distance                      -4.780e-05             -5.170e-06
beta_Charity                       1.2878e-04             4.2593e-04
beta_Income                       -3.9417e-04             -6.254e-06
beta_Impairment_Colour               0.001650             -1.073e-05
beta_Impairment_Smell             -3.5979e-04             -3.065e-05
beta_Impairment_Sound               -0.004266              -0.001914
beta_Country                        -0.001179            -1.7415e-04
beta_White                           0.001201             3.2053e-04
beta_Urbanicity                    4.2036e-04            -4.7634e-04
beta_MostRecentVisit              -2.8726e-04            -3.5984e-04
beta_WoodlandsScore                -9.078e-06              9.040e-06
                                 sig_Deadwood             sig_Sound2
asc_C                                0.002629             -6.192e-05
mu_Tax                            -4.5159e-04             6.6880e-04
mu_Colour2                         3.6340e-04            -1.6117e-04
mu_Colour                            0.001269            -2.9092e-04
mu_Smell2                          3.0969e-04             -2.891e-05
mu_Smell                          -3.8813e-04             5.4951e-04
mu_Sound2                          2.7394e-04             5.9302e-04
mu_Sound                           4.9918e-04             4.1308e-04
mu_Deadwood2                       2.7333e-04             3.3270e-04
mu_Deadwood                        2.5767e-04             -7.279e-05
sig_Tax                           -1.9467e-04            -5.1511e-04
sig_Sound                          9.2103e-04              -0.002256
sig_Smell                            0.001394            -4.4280e-04
sig_Colour                           0.001858             6.9637e-04
sig_Deadwood                         0.009896             4.2874e-04
sig_Sound2                         4.2874e-04               0.002929
sig_Smell2                         7.2613e-04             8.7443e-04
sig_Colour2                          0.001155             6.8490e-04
sig_Deadwood2                        0.001071             5.7921e-04
beta_Gender                        -4.255e-05              8.559e-05
beta_Age                          -1.8833e-04            -1.1651e-04
beta_Distance                      -2.050e-05             -1.085e-05
beta_Charity                        7.610e-06             2.8656e-04
beta_Income                       -6.4310e-04              2.731e-05
beta_Impairment_Colour               0.001370            -1.1720e-04
beta_Impairment_Smell               -0.001220             -9.089e-05
beta_Impairment_Sound               -0.001880            -1.5041e-04
beta_Country                      -2.3051e-04             1.1652e-04
beta_White                        -2.9590e-04            -2.2330e-04
beta_Urbanicity                     1.480e-05             -3.513e-05
beta_MostRecentVisit                3.040e-05             -5.044e-05
beta_WoodlandsScore                -2.097e-05              1.496e-06
                                   sig_Smell2            sig_Colour2
asc_C                              5.7731e-04             8.7836e-04
mu_Tax                             3.5594e-04             9.7546e-04
mu_Colour2                        -4.2133e-04            -2.9323e-04
mu_Colour                         -5.5986e-04             -7.768e-05
mu_Smell2                         -1.1094e-04            -3.0636e-04
mu_Smell                           5.1858e-04             5.8765e-04
mu_Sound2                          1.6691e-04             4.4233e-04
mu_Sound                           2.4386e-04             3.7629e-04
mu_Deadwood2                       2.8879e-04             7.8135e-04
mu_Deadwood                       -1.4054e-04             -7.717e-05
sig_Tax                           -4.5294e-04              -0.001345
sig_Sound                            0.001110               0.001635
sig_Smell                          7.5168e-04             6.1623e-04
sig_Colour                           0.001931               0.002488
sig_Deadwood                       7.2613e-04               0.001155
sig_Sound2                         8.7443e-04             6.8490e-04
sig_Smell2                           0.004433               0.001039
sig_Colour2                          0.001039               0.003236
sig_Deadwood2                      5.1029e-04               0.001026
beta_Gender                        -2.862e-05              1.617e-05
beta_Age                           1.2290e-04             -7.198e-05
beta_Distance                      -3.350e-06             -1.985e-05
beta_Charity                      -1.9438e-04              9.397e-05
beta_Income                        -7.743e-05              3.989e-05
beta_Impairment_Colour            -2.0854e-04            -1.7507e-04
beta_Impairment_Smell               8.791e-05             -5.974e-05
beta_Impairment_Sound             -5.7342e-04            -8.8245e-04
beta_Country                      -3.3067e-04            -1.2495e-04
beta_White                        -2.0716e-04             1.8421e-04
beta_Urbanicity                   -4.1377e-04             -3.579e-05
beta_MostRecentVisit                2.096e-05             -5.272e-06
beta_WoodlandsScore                -4.572e-07             -8.484e-06
                                sig_Deadwood2            beta_Gender
asc_C                              7.2061e-04            -6.6315e-04
mu_Tax                             1.4520e-04             5.1970e-04
mu_Colour2                         -6.179e-06              7.185e-05
mu_Colour                           3.592e-05              4.436e-05
mu_Smell2                           1.836e-05             1.0636e-04
mu_Smell                           3.8936e-04              1.691e-05
mu_Sound2                           5.047e-05              4.543e-05
mu_Sound                           3.0337e-04             -8.167e-06
mu_Deadwood2                       7.7159e-04              1.446e-05
mu_Deadwood                        3.5440e-04             -1.521e-05
sig_Tax                           -5.1132e-04            -4.1902e-04
sig_Sound                         -3.6651e-04               0.001094
sig_Smell                         -9.2972e-04             3.1945e-04
sig_Colour                           0.001149            -2.0685e-04
sig_Deadwood                         0.001071             -4.255e-05
sig_Sound2                         5.7921e-04              8.559e-05
sig_Smell2                         5.1029e-04             -2.862e-05
sig_Colour2                          0.001026              1.617e-05
sig_Deadwood2                        0.003959             -2.462e-05
beta_Gender                        -2.462e-05               0.012143
beta_Age                           -9.115e-05              -0.003986
beta_Distance                      -1.386e-05             -1.324e-07
beta_Charity                       -3.024e-05              -0.001545
beta_Income                        -8.186e-05            -3.2783e-04
beta_Impairment_Colour             -8.677e-05             7.8926e-04
beta_Impairment_Smell               6.168e-05              -0.002623
beta_Impairment_Sound             -3.7026e-04              -0.001669
beta_Country                        6.000e-05            -2.7183e-04
beta_White                         -9.697e-05            -9.2155e-04
beta_Urbanicity                    1.3226e-04            -9.6360e-04
beta_MostRecentVisit               -7.833e-05            -2.0037e-04
beta_WoodlandsScore                -3.033e-06             -1.542e-05
                                     beta_Age          beta_Distance
asc_C                               -0.004997            -3.5318e-04
mu_Tax                             4.0523e-04              5.210e-06
mu_Colour2                        -2.3457e-04              1.216e-05
mu_Colour                         -2.1240e-04              9.678e-06
mu_Smell2                         -1.2378e-04              2.008e-06
mu_Smell                          -1.3880e-04             -1.121e-05
mu_Sound2                         -2.0920e-04             -7.619e-06
mu_Sound                            1.265e-05             -1.594e-05
mu_Deadwood2                      -2.5053e-04              7.554e-06
mu_Deadwood                       -1.2445e-04              3.886e-06
sig_Tax                           -1.3929e-04             -7.189e-06
sig_Sound                          5.6726e-04             -5.366e-05
sig_Smell                          6.7743e-04             -4.780e-05
sig_Colour                        -7.0223e-04             -5.170e-06
sig_Deadwood                      -1.8833e-04             -2.050e-05
sig_Sound2                        -1.1651e-04             -1.085e-05
sig_Smell2                         1.2290e-04             -3.350e-06
sig_Colour2                        -7.198e-05             -1.985e-05
sig_Deadwood2                      -9.115e-05             -1.386e-05
beta_Gender                         -0.003986             -1.324e-07
beta_Age                             0.014071              5.217e-05
beta_Distance                       5.217e-05              3.447e-05
beta_Charity                         0.001441             -4.940e-05
beta_Income                         4.916e-05             -1.715e-05
beta_Impairment_Colour             7.6422e-04             -7.388e-05
beta_Impairment_Smell                0.003614             -4.250e-05
beta_Impairment_Sound               -0.001545              8.931e-05
beta_Country                       4.4609e-04              7.645e-05
beta_White                          -0.001105              1.190e-06
beta_Urbanicity                    3.5795e-04              5.140e-06
beta_MostRecentVisit                 0.001122              1.545e-05
beta_WoodlandsScore                -3.920e-05             -2.563e-07
                                 beta_Charity            beta_Income
asc_C                               -0.002926              -0.003365
mu_Tax                             5.0705e-04             2.2085e-04
mu_Colour2                          9.299e-05            -1.7083e-04
mu_Colour                          -5.408e-05            -1.1042e-04
mu_Smell2                          -2.277e-05             -2.817e-05
mu_Smell                            3.200e-05             1.0274e-04
mu_Sound2                         -1.2116e-04             -9.259e-05
mu_Sound                            6.913e-05             -9.420e-06
mu_Deadwood2                       2.2831e-04             -4.181e-05
mu_Deadwood                        2.8148e-04             -6.246e-05
sig_Tax                            2.2631e-04            -1.4104e-04
sig_Sound                         -3.4758e-04            -1.4011e-04
sig_Smell                          1.2878e-04            -3.9417e-04
sig_Colour                         4.2593e-04             -6.254e-06
sig_Deadwood                        7.610e-06            -6.4310e-04
sig_Sound2                         2.8656e-04              2.731e-05
sig_Smell2                        -1.9438e-04             -7.743e-05
sig_Colour2                         9.397e-05              3.989e-05
sig_Deadwood2                      -3.024e-05             -8.186e-05
beta_Gender                         -0.001545            -3.2783e-04
beta_Age                             0.001441              4.916e-05
beta_Distance                      -4.940e-05             -1.715e-05
beta_Charity                         0.014498            -1.2059e-04
beta_Income                       -1.2059e-04               0.006974
beta_Impairment_Colour            -4.1825e-04             5.7212e-04
beta_Impairment_Smell               -0.001332               0.001410
beta_Impairment_Sound               -0.003349              -0.001118
beta_Country                         0.001332            -5.7605e-04
beta_White                          -0.001394             5.6603e-04
beta_Urbanicity                      0.001820            -4.8413e-04
beta_MostRecentVisit              -7.8499e-04            -1.9139e-04
beta_WoodlandsScore                -5.352e-06              1.039e-05
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.001274              -0.004863
mu_Tax                             3.6806e-04            -6.2077e-04
mu_Colour2                         -5.549e-07            -1.8247e-04
mu_Colour                           6.395e-05            -1.9636e-04
mu_Smell2                          1.2318e-04            -1.3430e-04
mu_Smell                            3.181e-05            -1.0655e-04
mu_Sound2                         -1.0828e-04             1.4256e-04
mu_Sound                           -1.350e-05            -1.6974e-04
mu_Deadwood2                       1.1878e-04             -5.761e-05
mu_Deadwood                       -1.8988e-04            -3.6191e-04
sig_Tax                           -4.5440e-04             5.1741e-04
sig_Sound                          -1.365e-05             -3.871e-06
sig_Smell                            0.001650            -3.5979e-04
sig_Colour                         -1.073e-05             -3.065e-05
sig_Deadwood                         0.001370              -0.001220
sig_Sound2                        -1.1720e-04             -9.089e-05
sig_Smell2                        -2.0854e-04              8.791e-05
sig_Colour2                       -1.7507e-04             -5.974e-05
sig_Deadwood2                      -8.677e-05              6.168e-05
beta_Gender                        7.8926e-04              -0.002623
beta_Age                           7.6422e-04               0.003614
beta_Distance                      -7.388e-05             -4.250e-05
beta_Charity                      -4.1825e-04              -0.001332
beta_Income                        5.7212e-04               0.001410
beta_Impairment_Colour               0.027338              -0.006423
beta_Impairment_Smell               -0.006423               0.035061
beta_Impairment_Sound               -0.010037              -0.009406
beta_Country                        -0.002052            -1.4044e-04
beta_White                         4.3231e-04             6.4338e-04
beta_Urbanicity                    7.0158e-04               0.001267
beta_MostRecentVisit              -4.9381e-04            -2.9840e-04
beta_WoodlandsScore                -4.539e-06              2.761e-05
                        beta_Impairment_Sound           beta_Country
asc_C                               -0.001131              -0.005693
mu_Tax                            -7.5746e-04              1.157e-05
mu_Colour2                         3.2357e-04             -9.004e-06
mu_Colour                           9.240e-05             1.4728e-04
mu_Smell2                          1.2289e-04             -1.337e-06
mu_Smell                           -8.425e-05              7.660e-05
mu_Sound2                         -1.9244e-04            -1.3792e-04
mu_Sound                          -2.8303e-04              9.139e-05
mu_Deadwood2                      -1.3638e-04             1.1305e-04
mu_Deadwood                        8.0713e-04             1.8771e-04
sig_Tax                            5.0203e-04            -2.5714e-04
sig_Sound                           -0.003583            -4.6904e-04
sig_Smell                           -0.004266              -0.001179
sig_Colour                          -0.001914            -1.7415e-04
sig_Deadwood                        -0.001880            -2.3051e-04
sig_Sound2                        -1.5041e-04             1.1652e-04
sig_Smell2                        -5.7342e-04            -3.3067e-04
sig_Colour2                       -8.8245e-04            -1.2495e-04
sig_Deadwood2                     -3.7026e-04              6.000e-05
beta_Gender                         -0.001669            -2.7183e-04
beta_Age                            -0.001545             4.4609e-04
beta_Distance                       8.931e-05              7.645e-05
beta_Charity                        -0.003349               0.001332
beta_Income                         -0.001118            -5.7605e-04
beta_Impairment_Colour              -0.010037              -0.002052
beta_Impairment_Smell               -0.009406            -1.4044e-04
beta_Impairment_Sound                0.052166               0.001209
beta_Country                         0.001209               0.012056
beta_White                        -6.9112e-04              -0.002617
beta_Urbanicity                   -9.1378e-04               0.001031
beta_MostRecentVisit              -5.1467e-04             1.8911e-04
beta_WoodlandsScore                 7.597e-05             -1.919e-05
                                   beta_White        beta_Urbanicity
asc_C                               -0.011353              -0.011781
mu_Tax                            -1.4083e-04             -1.491e-05
mu_Colour2                         -7.097e-05              3.863e-05
mu_Colour                          1.3833e-04             -2.829e-05
mu_Smell2                          1.7786e-04             -3.563e-05
mu_Smell                           1.6752e-04             3.2857e-04
mu_Sound2                          1.5067e-04            -2.8912e-04
mu_Sound                          -4.6012e-04            -2.5037e-04
mu_Deadwood2                       1.3977e-04             -2.479e-06
mu_Deadwood                        -9.712e-05              7.026e-05
sig_Tax                            -3.441e-06            -3.2971e-04
sig_Sound                           6.227e-06              -0.001201
sig_Smell                            0.001201             4.2036e-04
sig_Colour                         3.2053e-04            -4.7634e-04
sig_Deadwood                      -2.9590e-04              1.480e-05
sig_Sound2                        -2.2330e-04             -3.513e-05
sig_Smell2                        -2.0716e-04            -4.1377e-04
sig_Colour2                        1.8421e-04             -3.579e-05
sig_Deadwood2                      -9.697e-05             1.3226e-04
beta_Gender                       -9.2155e-04            -9.6360e-04
beta_Age                            -0.001105             3.5795e-04
beta_Distance                       1.190e-06              5.140e-06
beta_Charity                        -0.001394               0.001820
beta_Income                        5.6603e-04            -4.8413e-04
beta_Impairment_Colour             4.3231e-04             7.0158e-04
beta_Impairment_Smell              6.4338e-04               0.001267
beta_Impairment_Sound             -6.9112e-04            -9.1378e-04
beta_Country                        -0.002617               0.001031
beta_White                           0.017997             5.9151e-04
beta_Urbanicity                    5.9151e-04               0.014294
beta_MostRecentVisit                4.672e-05             3.7573e-04
beta_WoodlandsScore                -2.001e-05             -1.011e-05
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.001675            -3.3666e-04
mu_Tax                              9.162e-05              1.765e-06
mu_Colour2                          4.133e-05              4.921e-07
mu_Colour                           7.799e-05             -6.369e-06
mu_Smell2                           1.151e-05             -2.053e-06
mu_Smell                            1.779e-05             -2.212e-07
mu_Sound2                           4.094e-05             -4.151e-06
mu_Sound                            5.579e-07             -2.180e-06
mu_Deadwood2                        3.129e-06              1.272e-06
mu_Deadwood                         2.560e-06              2.045e-06
sig_Tax                            2.5238e-04              2.489e-06
sig_Sound                          -1.276e-06              9.288e-06
sig_Smell                         -2.8726e-04             -9.078e-06
sig_Colour                        -3.5984e-04              9.040e-06
sig_Deadwood                        3.040e-05             -2.097e-05
sig_Sound2                         -5.044e-05              1.496e-06
sig_Smell2                          2.096e-05             -4.572e-07
sig_Colour2                        -5.272e-06             -8.484e-06
sig_Deadwood2                      -7.833e-05             -3.033e-06
beta_Gender                       -2.0037e-04             -1.542e-05
beta_Age                             0.001122             -3.920e-05
beta_Distance                       1.545e-05             -2.563e-07
beta_Charity                      -7.8499e-04             -5.352e-06
beta_Income                       -1.9139e-04              1.039e-05
beta_Impairment_Colour            -4.9381e-04             -4.539e-06
beta_Impairment_Smell             -2.9840e-04              2.761e-05
beta_Impairment_Sound             -5.1467e-04              7.597e-05
beta_Country                       1.8911e-04             -1.919e-05
beta_White                          4.672e-05             -2.001e-05
beta_Urbanicity                    3.7573e-04             -1.011e-05
beta_MostRecentVisit                 0.001275             -1.701e-05
beta_WoodlandsScore                -1.701e-05              7.975e-06

Classical correlation matrix:
                                        asc_C                 mu_Tax
asc_C                                1.000000               0.017346
mu_Tax                               0.017346               1.000000
mu_Colour2                           0.117543              -0.011850
mu_Colour                            0.147660              -0.107714
mu_Smell2                            0.137191               0.052436
mu_Smell                             0.062369               0.298667
mu_Sound2                            0.060997               0.123287
mu_Sound                             0.009956               0.250577
mu_Deadwood2                         0.076922               0.288444
mu_Deadwood                          0.137807               0.125694
sig_Tax                             -0.043844              -0.469377
sig_Sound                            0.032142              -0.007174
sig_Smell                            0.010538               0.008486
sig_Colour                         6.3581e-04               0.062108
sig_Deadwood                         0.029463               0.053602
sig_Sound2                          -0.052543               0.079930
sig_Smell2                          -0.051483               0.061068
sig_Colour2                         -0.028934               0.081793
sig_Deadwood2                       -0.021108               0.010361
beta_Gender                         -0.099742               0.020032
beta_Age                            -0.117848              -0.002125
beta_Distance                       -0.272071               0.001610
beta_Charity                        -0.050274               0.004997
beta_Income                         -0.110066              -0.010001
beta_Impairment_Colour              -0.076277               0.006637
beta_Impairment_Smell               -0.046445              -0.014985
beta_Impairment_Sound               -0.008460              -0.010339
beta_Country                        -0.217386              -0.010385
beta_White                          -0.306341              -0.003186
beta_Urbanicity                     -0.382699              -0.012827
beta_MostRecentVisit                -0.248007               0.020797
beta_WoodlandsScore                 -0.547522              -0.008146
                                   mu_Colour2              mu_Colour
asc_C                                0.117543               0.147660
mu_Tax                              -0.011850              -0.107714
mu_Colour2                           1.000000               0.376680
mu_Colour                            0.376680               1.000000
mu_Smell2                            0.140492               0.238995
mu_Smell                            -0.059102              -0.335346
mu_Sound2                           -0.013050               0.056112
mu_Sound                            -0.204980              -0.426302
mu_Deadwood2                       7.9599e-04               0.080614
mu_Deadwood                          0.220327               0.189474
sig_Tax                              0.008018               0.106141
sig_Sound                            0.055453               0.055191
sig_Smell                            0.015829              -0.038686
sig_Colour                           0.020389               0.085498
sig_Deadwood                         0.048987               0.101298
sig_Sound2                           0.006537              -0.039449
sig_Smell2                          -0.121348              -0.111010
sig_Colour2                         -0.091197              -0.003188
sig_Deadwood2                       -0.008942               0.006859
beta_Gender                         -0.002716              -0.008159
beta_Age                           3.0670e-04              -0.005475
beta_Distance                       -0.003955              -0.005383
beta_Charity                         0.001988              -0.009301
beta_Income                        8.3708e-04            -6.9896e-04
beta_Impairment_Colour               0.001568              -0.006803
beta_Impairment_Smell                0.001343               0.002860
beta_Impairment_Sound               -0.002159               0.002267
beta_Country                         0.001315              -0.001470
beta_White                           0.003040            -7.6352e-04
beta_Urbanicity                      0.006392            -1.5574e-04
beta_MostRecentVisit                 0.003599             -2.941e-05
beta_WoodlandsScore                 -0.004031              -0.006751
                                    mu_Smell2               mu_Smell
asc_C                                0.137191               0.062369
mu_Tax                               0.052436               0.298667
mu_Colour2                           0.140492              -0.059102
mu_Colour                            0.238995              -0.335346
mu_Smell2                            1.000000               0.229584
mu_Smell                             0.229584               1.000000
mu_Sound2                           -0.018608               0.059227
mu_Sound                            -0.077225               0.193717
mu_Deadwood2                         0.001637               0.253857
mu_Deadwood                          0.134428              -0.001107
sig_Tax                             -0.049678              -0.298626
sig_Sound                            0.006230               0.027728
sig_Smell                           -0.017792              -0.030147
sig_Colour                           0.019784               0.074117
sig_Deadwood                         0.026613              -0.027840
sig_Sound2                           0.006766               0.071473
sig_Smell2                          -0.055644               0.042666
sig_Colour2                         -0.138544               0.038522
sig_Deadwood2                       -0.010796               0.029610
beta_Gender                         -0.002232               0.017117
beta_Age                          -2.9007e-04              -0.012743
beta_Distance                        0.001105               0.005297
beta_Charity                        -0.007027               0.015664
beta_Income                         -0.002289              -0.009065
beta_Impairment_Colour              -0.003817               0.010288
beta_Impairment_Smell               -0.001140              -0.006695
beta_Impairment_Sound                0.003160              -0.005513
beta_Country                        -0.003163               0.012049
beta_White                          -0.001253            -1.7990e-04
beta_Urbanicity                     -0.003119               0.004406
beta_MostRecentVisit                 0.001686               0.008225
beta_WoodlandsScore                 -0.002710               0.002849
                                    mu_Sound2               mu_Sound
asc_C                                0.060997               0.009956
mu_Tax                               0.123287               0.250577
mu_Colour2                          -0.013050              -0.204980
mu_Colour                            0.056112              -0.426302
mu_Smell2                           -0.018608              -0.077225
mu_Smell                             0.059227               0.193717
mu_Sound2                            1.000000               0.213316
mu_Sound                             0.213316               1.000000
mu_Deadwood2                         0.113386               0.028230
mu_Deadwood                          0.024369              -0.020946
sig_Tax                             -0.086579              -0.230838
sig_Sound                            0.010778              -0.131487
sig_Smell                            0.001868               0.039106
sig_Colour                           0.040663               0.007230
sig_Deadwood                         0.058682               0.121334
sig_Sound2                           0.014281               0.040606
sig_Smell2                           0.057882               0.065077
sig_Colour2                          0.154709               0.037477
sig_Deadwood2                        0.050219               0.021671
beta_Gender                          0.009166               0.014050
beta_Age                            -0.018846              -0.013827
beta_Distance                        0.003983               0.003805
beta_Charity                         0.002032               0.007191
beta_Income                         -0.010977              -0.012514
beta_Impairment_Colour               0.003317               0.009884
beta_Impairment_Smell               -0.006849              -0.017919
beta_Impairment_Sound               -0.001433              -0.001637
beta_Country                         0.004163               0.005636
beta_White                          -0.003083              -0.004627
beta_Urbanicity                     -0.001013              -0.008716
beta_MostRecentVisit              -6.7112e-04               0.005057
beta_WoodlandsScore                1.2289e-04               0.001164
                                 mu_Deadwood2            mu_Deadwood
asc_C                                0.076922               0.137807
mu_Tax                               0.288444               0.125694
mu_Colour2                         7.9599e-04               0.220327
mu_Colour                            0.080614               0.189474
mu_Smell2                            0.001637               0.134428
mu_Smell                             0.253857              -0.001107
mu_Sound2                            0.113386               0.024369
mu_Sound                             0.028230              -0.020946
mu_Deadwood2                         1.000000               0.345749
mu_Deadwood                          0.345749               1.000000
sig_Tax                             -0.266708              -0.103987
sig_Sound                            0.003087              -0.106457
sig_Smell                           -0.048257               0.016622
sig_Colour                           0.119502               0.059032
sig_Deadwood                         0.098584               0.093338
sig_Sound2                           0.100296              -0.002757
sig_Smell2                           0.048925              -0.047724
sig_Colour2                          0.191196               0.009056
sig_Deadwood2                        0.102255               0.016748
beta_Gender                          0.015647               0.007140
beta_Age                            -0.038601              -0.018538
beta_Distance                        0.008417              -0.003353
beta_Charity                         0.010731               0.013623
beta_Income                         -0.023270              -0.010593
beta_Impairment_Colour               0.005987               0.015142
beta_Impairment_Smell               -0.010728              -0.008579
beta_Impairment_Sound               -0.002181              -0.009052
beta_Country                         0.008097               0.008851
beta_White                          -0.003970            -5.5004e-04
beta_Urbanicity                     -0.002245               0.002435
beta_MostRecentVisit                 0.012329               0.006538
beta_WoodlandsScore                 -0.003462             -6.667e-05
                                      sig_Tax              sig_Sound
asc_C                               -0.043844               0.032142
mu_Tax                              -0.469377              -0.007174
mu_Colour2                           0.008018               0.055453
mu_Colour                            0.106141               0.055191
mu_Smell2                           -0.049678               0.006230
mu_Smell                            -0.298626               0.027728
mu_Sound2                           -0.086579               0.010778
mu_Sound                            -0.230838              -0.131487
mu_Deadwood2                        -0.266708               0.003087
mu_Deadwood                         -0.103987              -0.106457
sig_Tax                              1.000000              -0.030174
sig_Sound                           -0.030174               1.000000
sig_Smell                           -0.060824               0.140678
sig_Colour                          -0.064729               0.247403
sig_Deadwood                        -0.048825               0.016373
sig_Sound2                          -0.039785              -0.131139
sig_Smell2                          -0.037612               0.037244
sig_Colour2                         -0.068112               0.034574
sig_Deadwood2                       -0.019514              -0.035736
beta_Gender                         -0.022302               0.004826
beta_Age                            -0.009390               0.013934
beta_Distance                       -0.003031               0.001502
beta_Charity                         0.013926              -0.014855
beta_Income                          0.004852             5.5458e-04
beta_Impairment_Colour              -0.005474              -0.024356
beta_Impairment_Smell                0.007889               0.020282
beta_Impairment_Sound                0.002183               0.012610
beta_Country                        -0.005332              -0.003360
beta_White                          5.153e-05               0.015829
beta_Urbanicity                     -0.007959               0.011746
beta_MostRecentVisit                 0.024568              -0.010447
beta_WoodlandsScore                  0.007195              -0.006406
                                    sig_Smell             sig_Colour
asc_C                                0.010538             6.3581e-04
mu_Tax                               0.008486               0.062108
mu_Colour2                           0.015829               0.020389
mu_Colour                           -0.038686               0.085498
mu_Smell2                           -0.017792               0.019784
mu_Smell                            -0.030147               0.074117
mu_Sound2                            0.001868               0.040663
mu_Sound                             0.039106               0.007230
mu_Deadwood2                        -0.048257               0.119502
mu_Deadwood                          0.016622               0.059032
sig_Tax                             -0.060824              -0.064729
sig_Sound                            0.140678               0.247403
sig_Smell                            1.000000               0.270828
sig_Colour                           0.270828               1.000000
sig_Deadwood                         0.038776               0.109095
sig_Sound2                          -0.034883               0.056333
sig_Smell2                          -0.027881               0.067954
sig_Colour2                         -0.005154               0.154532
sig_Deadwood2                       -0.043374               0.064308
beta_Gender                          0.011157              -0.006042
beta_Age                             0.030968              -0.047982
beta_Distance                       -0.005300              -0.005593
beta_Charity                         0.023288               0.011988
beta_Income                          0.020392              -0.025278
beta_Impairment_Colour              -0.004418              -0.012829
beta_Impairment_Smell               -0.005709               0.003428
beta_Impairment_Sound                0.009366              -0.006335
beta_Country                        -0.005313               0.014887
beta_White                           0.018746               0.029250
beta_Urbanicity                      0.003158               0.012420
beta_MostRecentVisit                -0.036599              -0.028575
beta_WoodlandsScore                  0.004156              -0.026748
                                 sig_Deadwood             sig_Sound2
asc_C                                0.029463              -0.052543
mu_Tax                               0.053602               0.079930
mu_Colour2                           0.048987               0.006537
mu_Colour                            0.101298              -0.039449
mu_Smell2                            0.026613               0.006766
mu_Smell                            -0.027840               0.071473
mu_Sound2                            0.058682               0.014281
mu_Sound                             0.121334               0.040606
mu_Deadwood2                         0.098584               0.100296
mu_Deadwood                          0.093338              -0.002757
sig_Tax                             -0.048825              -0.039785
sig_Sound                            0.016373              -0.131139
sig_Smell                            0.038776              -0.034883
sig_Colour                           0.109095               0.056333
sig_Deadwood                         1.000000               0.078599
sig_Sound2                           0.078599               1.000000
sig_Smell2                           0.093778               0.156099
sig_Colour2                          0.133079               0.159127
sig_Deadwood2                        0.084152               0.164764
beta_Gender                          0.002899               0.020587
beta_Age                            -0.023869              -0.029781
beta_Distance                       -0.018598               0.002723
beta_Charity                        -0.002731               0.016359
beta_Income                         -0.026963              -0.008790
beta_Impairment_Colour              -0.004911               0.013226
beta_Impairment_Smell               -0.030626              -0.013822
beta_Impairment_Sound                0.015910              -0.007061
beta_Country                        -0.008347               0.002707
beta_White                          -0.015570               0.007772
beta_Urbanicity                     -0.025396              -0.005705
beta_MostRecentVisit                 0.028879             1.3901e-04
beta_WoodlandsScore                 -0.027774               0.012340
                                   sig_Smell2            sig_Colour2
asc_C                               -0.051483              -0.028934
mu_Tax                               0.061068               0.081793
mu_Colour2                          -0.121348              -0.091197
mu_Colour                           -0.111010              -0.003188
mu_Smell2                           -0.055644              -0.138544
mu_Smell                             0.042666               0.038522
mu_Sound2                            0.057882               0.154709
mu_Sound                             0.065077               0.037477
mu_Deadwood2                         0.048925               0.191196
mu_Deadwood                         -0.047724               0.009056
sig_Tax                             -0.037612              -0.068112
sig_Sound                            0.037244               0.034574
sig_Smell                           -0.027881              -0.005154
sig_Colour                           0.067954               0.154532
sig_Deadwood                         0.093778               0.133079
sig_Sound2                           0.156099               0.159127
sig_Smell2                           1.000000               0.086865
sig_Colour2                          0.086865               1.000000
sig_Deadwood2                        0.068192               0.207680
beta_Gender                          0.021927               0.017044
beta_Age                            -0.016819              -0.049430
beta_Distance                        0.005328               0.003145
beta_Charity                         0.010530               0.014296
beta_Income                         -0.030164              -0.018032
beta_Impairment_Colour              -0.001262               0.001657
beta_Impairment_Smell               -0.001950              -0.008559
beta_Impairment_Sound               -0.007654              -0.010767
beta_Country                         0.001970               0.017193
beta_White                         8.9672e-04             8.6273e-04
beta_Urbanicity                     -0.016167               0.005643
beta_MostRecentVisit                -0.014986              -0.001964
beta_WoodlandsScore                  0.007006              -0.003599
                                sig_Deadwood2            beta_Gender
asc_C                               -0.021108              -0.099742
mu_Tax                               0.010361               0.020032
mu_Colour2                          -0.008942              -0.002716
mu_Colour                            0.006859              -0.008159
mu_Smell2                           -0.010796              -0.002232
mu_Smell                             0.029610               0.017117
mu_Sound2                            0.050219               0.009166
mu_Sound                             0.021671               0.014050
mu_Deadwood2                         0.102255               0.015647
mu_Deadwood                          0.016748               0.007140
sig_Tax                             -0.019514              -0.022302
sig_Sound                           -0.035736               0.004826
sig_Smell                           -0.043374               0.011157
sig_Colour                           0.064308              -0.006042
sig_Deadwood                         0.084152               0.002899
sig_Sound2                           0.164764               0.020587
sig_Smell2                           0.068192               0.021927
sig_Colour2                          0.207680               0.017044
sig_Deadwood2                        1.000000              -0.001961
beta_Gender                         -0.001961               1.000000
beta_Age                            -0.016785              -0.228746
beta_Distance                     -2.2277e-04              -0.038275
beta_Charity                        -0.003565              -0.033974
beta_Income                         -0.006990              -0.041296
beta_Impairment_Colour            -3.0755e-04               0.049442
beta_Impairment_Smell               -0.007894              -0.050930
beta_Impairment_Sound             -8.2124e-04              -0.075986
beta_Country                         0.008572               0.021305
beta_White                           0.004759              -0.009745
beta_Urbanicity                      0.005627              -0.069498
beta_MostRecentVisit                -0.019866              -0.050852
beta_WoodlandsScore                  0.015294             4.6985e-04
                                     beta_Age          beta_Distance
asc_C                               -0.117848              -0.272071
mu_Tax                              -0.002125               0.001610
mu_Colour2                         3.0670e-04              -0.003955
mu_Colour                           -0.005475              -0.005383
mu_Smell2                         -2.9007e-04               0.001105
mu_Smell                            -0.012743               0.005297
mu_Sound2                           -0.018846               0.003983
mu_Sound                            -0.013827               0.003805
mu_Deadwood2                        -0.038601               0.008417
mu_Deadwood                         -0.018538              -0.003353
sig_Tax                             -0.009390              -0.003031
sig_Sound                            0.013934               0.001502
sig_Smell                            0.030968              -0.005300
sig_Colour                          -0.047982              -0.005593
sig_Deadwood                        -0.023869              -0.018598
sig_Sound2                          -0.029781               0.002723
sig_Smell2                          -0.016819               0.005328
sig_Colour2                         -0.049430               0.003145
sig_Deadwood2                       -0.016785            -2.2277e-04
beta_Gender                         -0.228746              -0.038275
beta_Age                             1.000000               0.064771
beta_Distance                        0.064771               1.000000
beta_Charity                         0.032103              -0.086076
beta_Income                         -0.022929              -0.035550
beta_Impairment_Colour               0.018478              -0.022699
beta_Impairment_Smell                0.094418              -0.069766
beta_Impairment_Sound               -0.048841              4.060e-05
beta_Country                        -0.005698               0.116286
beta_White                          -0.125041               0.039805
beta_Urbanicity                     -0.085886               0.017844
beta_MostRecentVisit                 0.257330               0.119201
beta_WoodlandsScore                 -0.065540              -0.032234
                                 beta_Charity            beta_Income
asc_C                               -0.050274              -0.110066
mu_Tax                               0.004997              -0.010001
mu_Colour2                           0.001988             8.3708e-04
mu_Colour                           -0.009301            -6.9896e-04
mu_Smell2                           -0.007027              -0.002289
mu_Smell                             0.015664              -0.009065
mu_Sound2                            0.002032              -0.010977
mu_Sound                             0.007191              -0.012514
mu_Deadwood2                         0.010731              -0.023270
mu_Deadwood                          0.013623              -0.010593
sig_Tax                              0.013926               0.004852
sig_Sound                           -0.014855             5.5458e-04
sig_Smell                            0.023288               0.020392
sig_Colour                           0.011988              -0.025278
sig_Deadwood                        -0.002731              -0.026963
sig_Sound2                           0.016359              -0.008790
sig_Smell2                           0.010530              -0.030164
sig_Colour2                          0.014296              -0.018032
sig_Deadwood2                       -0.003565              -0.006990
beta_Gender                         -0.033974              -0.041296
beta_Age                             0.032103              -0.022929
beta_Distance                       -0.086076              -0.035550
beta_Charity                         1.000000               0.009987
beta_Income                          0.009987               1.000000
beta_Impairment_Colour              -0.057215               0.082912
beta_Impairment_Smell               -0.074933               0.057160
beta_Impairment_Sound               -0.066950              -0.037357
beta_Country                         0.040889              -0.028585
beta_White                          -0.047574               0.052683
beta_Urbanicity                      0.073484              -0.044237
beta_MostRecentVisit                -0.258622              -0.107933
beta_WoodlandsScore                 -0.023581              -0.023570
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.076277              -0.046445
mu_Tax                               0.006637              -0.014985
mu_Colour2                           0.001568               0.001343
mu_Colour                           -0.006803               0.002860
mu_Smell2                           -0.003817              -0.001140
mu_Smell                             0.010288              -0.006695
mu_Sound2                            0.003317              -0.006849
mu_Sound                             0.009884              -0.017919
mu_Deadwood2                         0.005987              -0.010728
mu_Deadwood                          0.015142              -0.008579
sig_Tax                             -0.005474               0.007889
sig_Sound                           -0.024356               0.020282
sig_Smell                           -0.004418              -0.005709
sig_Colour                          -0.012829               0.003428
sig_Deadwood                        -0.004911              -0.030626
sig_Sound2                           0.013226              -0.013822
sig_Smell2                          -0.001262              -0.001950
sig_Colour2                          0.001657              -0.008559
sig_Deadwood2                     -3.0755e-04              -0.007894
beta_Gender                          0.049442              -0.050930
beta_Age                             0.018478               0.094418
beta_Distance                       -0.022699              -0.069766
beta_Charity                        -0.057215              -0.074933
beta_Income                          0.082912               0.057160
beta_Impairment_Colour               1.000000              -0.252788
beta_Impairment_Smell               -0.252788               1.000000
beta_Impairment_Sound               -0.293506              -0.193309
beta_Country                        -0.053657               0.005630
beta_White                          -0.008458               0.001056
beta_Urbanicity                      0.020010               0.013553
beta_MostRecentVisit                -0.019388              -0.059789
beta_WoodlandsScore                  0.035807               0.034519
                        beta_Impairment_Sound           beta_Country
asc_C                               -0.008460              -0.217386
mu_Tax                              -0.010339              -0.010385
mu_Colour2                          -0.002159               0.001315
mu_Colour                            0.002267              -0.001470
mu_Smell2                            0.003160              -0.003163
mu_Smell                            -0.005513               0.012049
mu_Sound2                           -0.001433               0.004163
mu_Sound                            -0.001637               0.005636
mu_Deadwood2                        -0.002181               0.008097
mu_Deadwood                         -0.009052               0.008851
sig_Tax                              0.002183              -0.005332
sig_Sound                            0.012610              -0.003360
sig_Smell                            0.009366              -0.005313
sig_Colour                          -0.006335               0.014887
sig_Deadwood                         0.015910              -0.008347
sig_Sound2                          -0.007061               0.002707
sig_Smell2                          -0.007654               0.001970
sig_Colour2                         -0.010767               0.017193
sig_Deadwood2                     -8.2124e-04               0.008572
beta_Gender                         -0.075986               0.021305
beta_Age                            -0.048841              -0.005698
beta_Distance                       4.060e-05               0.116286
beta_Charity                        -0.066950               0.040889
beta_Income                         -0.037357              -0.028585
beta_Impairment_Colour              -0.293506              -0.053657
beta_Impairment_Smell               -0.193309               0.005630
beta_Impairment_Sound                1.000000               0.058494
beta_Country                         0.058494               1.000000
beta_White                          -0.008002              -0.236465
beta_Urbanicity                     -0.005916               0.079247
beta_MostRecentVisit                -0.050490               0.034038
beta_WoodlandsScore                  0.051189              -0.048742
                                   beta_White        beta_Urbanicity
asc_C                               -0.306341              -0.382699
mu_Tax                              -0.003186              -0.012827
mu_Colour2                           0.003040               0.006392
mu_Colour                         -7.6352e-04            -1.5574e-04
mu_Smell2                           -0.001253              -0.003119
mu_Smell                          -1.7990e-04               0.004406
mu_Sound2                           -0.003083              -0.001013
mu_Sound                            -0.004627              -0.008716
mu_Deadwood2                        -0.003970              -0.002245
mu_Deadwood                       -5.5004e-04               0.002435
sig_Tax                             5.153e-05              -0.007959
sig_Sound                            0.015829               0.011746
sig_Smell                            0.018746               0.003158
sig_Colour                           0.029250               0.012420
sig_Deadwood                        -0.015570              -0.025396
sig_Sound2                           0.007772              -0.005705
sig_Smell2                         8.9672e-04              -0.016167
sig_Colour2                        8.6273e-04               0.005643
sig_Deadwood2                        0.004759               0.005627
beta_Gender                         -0.009745              -0.069498
beta_Age                            -0.125041              -0.085886
beta_Distance                        0.039805               0.017844
beta_Charity                        -0.047574               0.073484
beta_Income                          0.052683              -0.044237
beta_Impairment_Colour              -0.008458               0.020010
beta_Impairment_Smell                0.001056               0.013553
beta_Impairment_Sound               -0.008002              -0.005916
beta_Country                        -0.236465               0.079247
beta_White                           1.000000              -0.018616
beta_Urbanicity                     -0.018616               1.000000
beta_MostRecentVisit                -0.049868               0.084412
beta_WoodlandsScore                 -0.055025               0.018106
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.248007              -0.547522
mu_Tax                               0.020797              -0.008146
mu_Colour2                           0.003599              -0.004031
mu_Colour                          -2.941e-05              -0.006751
mu_Smell2                            0.001686              -0.002710
mu_Smell                             0.008225               0.002849
mu_Sound2                         -6.7112e-04             1.2289e-04
mu_Sound                             0.005057               0.001164
mu_Deadwood2                         0.012329              -0.003462
mu_Deadwood                          0.006538             -6.667e-05
sig_Tax                              0.024568               0.007195
sig_Sound                           -0.010447              -0.006406
sig_Smell                           -0.036599               0.004156
sig_Colour                          -0.028575              -0.026748
sig_Deadwood                         0.028879              -0.027774
sig_Sound2                         1.3901e-04               0.012340
sig_Smell2                          -0.014986               0.007006
sig_Colour2                         -0.001964              -0.003599
sig_Deadwood2                       -0.019866               0.015294
beta_Gender                         -0.050852             4.6985e-04
beta_Age                             0.257330              -0.065540
beta_Distance                        0.119201              -0.032234
beta_Charity                        -0.258622              -0.023581
beta_Income                         -0.107933              -0.023570
beta_Impairment_Colour              -0.019388               0.035807
beta_Impairment_Smell               -0.059789               0.034519
beta_Impairment_Sound               -0.050490               0.051189
beta_Country                         0.034038              -0.048742
beta_White                          -0.049868              -0.055025
beta_Urbanicity                      0.084412               0.018106
beta_MostRecentVisit                 1.000000              -0.060322
beta_WoodlandsScore                 -0.060322               1.000000

Robust correlation matrix:
                                        asc_C                 mu_Tax
asc_C                                1.000000              -0.038646
mu_Tax                              -0.038646               1.000000
mu_Colour2                           0.073759              -0.083513
mu_Colour                            0.090760              -0.122627
mu_Smell2                            0.084546               0.020169
mu_Smell                             0.042990               0.306468
mu_Sound2                            0.120363               0.025364
mu_Sound                             0.120907               0.122288
mu_Deadwood2                         0.049824               0.309180
mu_Deadwood                          0.107411               0.120108
sig_Tax                             -0.026972              -0.306818
sig_Sound                            0.022780               0.083504
sig_Smell                            0.031766               0.049834
sig_Colour                           0.031006               0.069657
sig_Deadwood                         0.113078              -0.049408
sig_Sound2                          -0.004895               0.134500
sig_Smell2                           0.037096               0.058184
sig_Colour2                          0.066062               0.186639
sig_Deadwood2                        0.048994               0.025115
beta_Gender                         -0.025746               0.051330
beta_Age                            -0.180227               0.037180
beta_Distance                       -0.257366               0.009657
beta_Charity                        -0.103969               0.045832
beta_Income                         -0.172381               0.028783
beta_Impairment_Colour              -0.032964               0.024228
beta_Impairment_Smell               -0.111102              -0.036082
beta_Impairment_Sound               -0.021182              -0.036095
beta_Country                        -0.221831               0.001147
beta_White                          -0.362064              -0.011425
beta_Urbanicity                     -0.421561              -0.001357
beta_MostRecentVisit                -0.200702               0.027926
beta_WoodlandsScore                 -0.510022               0.006803
                                   mu_Colour2              mu_Colour
asc_C                                0.073759               0.090760
mu_Tax                              -0.083513              -0.122627
mu_Colour2                           1.000000               0.482169
mu_Colour                            0.482169               1.000000
mu_Smell2                            0.233819               0.319250
mu_Smell                            -0.029526              -0.324824
mu_Sound2                            0.137165               0.154705
mu_Sound                            -0.124826              -0.332481
mu_Deadwood2                         0.061268               0.111845
mu_Deadwood                          0.342042               0.174189
sig_Tax                              0.120123               0.146516
sig_Sound                           -0.066703             5.6318e-04
sig_Smell                           -0.038279              -0.030613
sig_Colour                          -0.057576               0.042723
sig_Deadwood                         0.090257               0.227632
sig_Sound2                          -0.073579              -0.095911
sig_Smell2                          -0.156352              -0.150033
sig_Colour2                         -0.127363              -0.024365
sig_Deadwood2                       -0.002426               0.010186
beta_Gender                          0.016110               0.007182
beta_Age                            -0.048858              -0.031947
beta_Distance                        0.051158               0.029412
beta_Charity                         0.019081              -0.008013
beta_Income                         -0.050543              -0.023591
beta_Impairment_Colour             -8.293e-05               0.006901
beta_Impairment_Smell               -0.024077              -0.018711
beta_Impairment_Sound                0.035002               0.007218
beta_Country                        -0.002026               0.023933
beta_White                          -0.013070               0.018398
beta_Urbanicity                      0.007983              -0.004222
beta_MostRecentVisit                 0.028598               0.038967
beta_WoodlandsScore                  0.004305              -0.040237
                                    mu_Smell2               mu_Smell
asc_C                                0.084546               0.042990
mu_Tax                               0.020169               0.306468
mu_Colour2                           0.233819              -0.029526
mu_Colour                            0.319250              -0.324824
mu_Smell2                            1.000000               0.199953
mu_Smell                             0.199953               1.000000
mu_Sound2                            0.103173               0.015255
mu_Sound                             0.005226               0.201690
mu_Deadwood2                         0.121272               0.360843
mu_Deadwood                          0.187519               0.104324
sig_Tax                              0.008100              -0.329976
sig_Sound                           -0.002705               0.036906
sig_Smell                            0.005536              -0.050267
sig_Colour                          -0.022620               0.101829
sig_Deadwood                         0.090140              -0.069450
sig_Sound2                          -0.015470               0.180735
sig_Smell2                          -0.048246               0.138642
sig_Colour2                         -0.155945               0.183891
sig_Deadwood2                        0.008448               0.110142
beta_Gender                          0.027947               0.002732
beta_Age                            -0.030214              -0.020828
beta_Distance                        0.009904              -0.033982
beta_Charity                        -0.005475               0.004731
beta_Income                         -0.009766               0.021899
beta_Impairment_Colour               0.021572               0.003425
beta_Impairment_Smell               -0.020767              -0.010129
beta_Impairment_Sound                0.015579              -0.006566
beta_Country                      -3.5270e-04               0.012417
beta_White                           0.038388               0.022228
beta_Urbanicity                     -0.008629               0.048918
beta_MostRecentVisit                 0.009335               0.008869
beta_WoodlandsScore                 -0.021051              -0.001395
                                    mu_Sound2               mu_Sound
asc_C                                0.120363               0.120907
mu_Tax                               0.025364               0.122288
mu_Colour2                           0.137165              -0.124826
mu_Colour                            0.154705              -0.332481
mu_Smell2                            0.103173               0.005226
mu_Smell                             0.015255               0.201690
mu_Sound2                            1.000000               0.402059
mu_Sound                             0.402059               1.000000
mu_Deadwood2                         0.136668               0.054851
mu_Deadwood                          0.124470               0.102502
sig_Tax                              0.011502              -0.145671
sig_Sound                           -0.036700              -0.155706
sig_Smell                           -0.006823               0.060555
sig_Colour                           0.049678              -0.008065
sig_Deadwood                         0.063058               0.096307
sig_Sound2                           0.250914               0.146489
sig_Smell2                           0.057404               0.070294
sig_Colour2                          0.178062               0.126960
sig_Deadwood2                        0.018366               0.092528
beta_Gender                          0.009440              -0.001422
beta_Age                            -0.040383               0.002046
beta_Distance                       -0.029715              -0.052107
beta_Charity                        -0.023043               0.011020
beta_Income                         -0.025387              -0.002165
beta_Impairment_Colour              -0.014995              -0.001567
beta_Impairment_Smell                0.017434              -0.017398
beta_Impairment_Sound               -0.019294              -0.023783
beta_Country                        -0.028763               0.015975
beta_White                           0.025719              -0.065825
beta_Urbanicity                     -0.055373              -0.040190
beta_MostRecentVisit                 0.026254             2.9987e-04
beta_WoodlandsScore                 -0.033659              -0.014812
                                 mu_Deadwood2            mu_Deadwood
asc_C                                0.049824               0.107411
mu_Tax                               0.309180               0.120108
mu_Colour2                           0.061268               0.342042
mu_Colour                            0.111845               0.174189
mu_Smell2                            0.121272               0.187519
mu_Smell                             0.360843               0.104324
mu_Sound2                            0.136668               0.124470
mu_Sound                             0.054851               0.102502
mu_Deadwood2                         1.000000               0.423348
mu_Deadwood                          0.423348               1.000000
sig_Tax                             -0.300299              -0.104003
sig_Sound                           -0.038580              -0.183371
sig_Smell                           -0.018423               0.027409
sig_Colour                           0.174411               0.029068
sig_Deadwood                         0.059122               0.050084
sig_Sound2                           0.132279              -0.026008
sig_Smell2                           0.093332              -0.040817
sig_Colour2                          0.295567              -0.026234
sig_Deadwood2                        0.263853               0.108905
beta_Gender                          0.002825              -0.002669
beta_Age                            -0.045446              -0.020285
beta_Distance                        0.027685               0.012799
beta_Charity                         0.040800               0.045203
beta_Income                         -0.010774              -0.014462
beta_Impairment_Colour               0.015457              -0.022205
beta_Impairment_Smell               -0.006620              -0.037373
beta_Impairment_Sound               -0.012849               0.068332
beta_Country                         0.022155               0.033055
beta_White                           0.022419              -0.013999
beta_Urbanicity                   -4.4621e-04               0.011364
beta_MostRecentVisit                 0.001885               0.001386
beta_WoodlandsScore                  0.009693               0.014003
                                      sig_Tax              sig_Sound
asc_C                               -0.026972               0.022780
mu_Tax                              -0.306818               0.083504
mu_Colour2                           0.120123              -0.066703
mu_Colour                            0.146516             5.6318e-04
mu_Smell2                            0.008100              -0.002705
mu_Smell                            -0.329976               0.036906
mu_Sound2                            0.011502              -0.036700
mu_Sound                            -0.145671              -0.155706
mu_Deadwood2                        -0.300299              -0.038580
mu_Deadwood                         -0.104003              -0.183371
sig_Tax                              1.000000              -0.140701
sig_Sound                           -0.140701               1.000000
sig_Smell                           -0.146511               0.225634
sig_Colour                          -0.158663               0.304654
sig_Deadwood                        -0.017628               0.044658
sig_Sound2                          -0.085740              -0.201046
sig_Smell2                          -0.061283               0.080393
sig_Colour2                         -0.213033               0.138647
sig_Deadwood2                       -0.073200              -0.028095
beta_Gender                         -0.034255               0.047908
beta_Age                            -0.010578               0.023066
beta_Distance                       -0.011030              -0.044089
beta_Charity                         0.016931              -0.013924
beta_Income                         -0.015214              -0.008093
beta_Impairment_Colour              -0.024756            -3.9815e-04
beta_Impairment_Smell                0.024892             -9.972e-05
beta_Impairment_Sound                0.019800              -0.075670
beta_Country                        -0.021096              -0.020604
beta_White                        -2.3104e-04             2.2390e-04
beta_Urbanicity                     -0.024842              -0.048436
beta_MostRecentVisit                 0.063668            -1.7242e-04
beta_WoodlandsScore                  0.007940               0.015863
                                    sig_Smell             sig_Colour
asc_C                                0.031766               0.031006
mu_Tax                               0.049834               0.069657
mu_Colour2                          -0.038279              -0.057576
mu_Colour                           -0.030613               0.042723
mu_Smell2                            0.005536              -0.022620
mu_Smell                            -0.050267               0.101829
mu_Sound2                           -0.006823               0.049678
mu_Sound                             0.060555              -0.008065
mu_Deadwood2                        -0.018423               0.174411
mu_Deadwood                          0.027409               0.029068
sig_Tax                             -0.146511              -0.158663
sig_Sound                            0.225634               0.304654
sig_Smell                            1.000000               0.327179
sig_Colour                           0.327179               1.000000
sig_Deadwood                         0.067397               0.126998
sig_Sound2                          -0.039362               0.087490
sig_Smell2                           0.054315               0.197204
sig_Colour2                          0.052118               0.297339
sig_Deadwood2                       -0.071083               0.124143
beta_Gender                          0.013947              -0.012764
beta_Age                             0.027474              -0.040252
beta_Distance                       -0.039170              -0.005988
beta_Charity                         0.005145               0.024052
beta_Income                         -0.022708            -5.0923e-04
beta_Impairment_Colour               0.048011            -4.4135e-04
beta_Impairment_Smell               -0.009244              -0.001113
beta_Impairment_Sound               -0.089867              -0.056971
beta_Country                        -0.051638              -0.010784
beta_White                           0.043066               0.016246
beta_Urbanicity                      0.016915              -0.027090
beta_MostRecentVisit                -0.038703              -0.068520
beta_WoodlandsScore                 -0.015466               0.021765
                                 sig_Deadwood             sig_Sound2
asc_C                                0.113078              -0.004895
mu_Tax                              -0.049408               0.134500
mu_Colour2                           0.090257              -0.073579
mu_Colour                            0.227632              -0.095911
mu_Smell2                            0.090140              -0.015470
mu_Smell                            -0.069450               0.180735
mu_Sound2                            0.063058               0.250914
mu_Sound                             0.096307               0.146489
mu_Deadwood2                         0.059122               0.132279
mu_Deadwood                          0.050084              -0.026008
sig_Tax                             -0.017628              -0.085740
sig_Sound                            0.044658              -0.201046
sig_Smell                            0.067397              -0.039362
sig_Colour                           0.126998               0.087490
sig_Deadwood                         1.000000               0.079636
sig_Sound2                           0.079636               1.000000
sig_Smell2                           0.109632               0.242679
sig_Colour2                          0.204137               0.222481
sig_Deadwood2                        0.171139               0.170085
beta_Gender                         -0.003881               0.014351
beta_Age                            -0.015960              -0.018149
beta_Distance                       -0.035099              -0.034134
beta_Charity                       6.3537e-04               0.043976
beta_Income                         -0.077412               0.006043
beta_Impairment_Colour               0.083317              -0.013098
beta_Impairment_Smell               -0.065497              -0.008969
beta_Impairment_Sound               -0.082754              -0.012168
beta_Country                        -0.021104               0.019609
beta_White                          -0.022172              -0.030756
beta_Urbanicity                      0.001245              -0.005429
beta_MostRecentVisit                 0.008558              -0.026101
beta_WoodlandsScore                 -0.074630               0.009791
                                   sig_Smell2            sig_Colour2
asc_C                                0.037096               0.066062
mu_Tax                               0.058184               0.186639
mu_Colour2                          -0.156352              -0.127363
mu_Colour                           -0.150033              -0.024365
mu_Smell2                           -0.048246              -0.155945
mu_Smell                             0.138642               0.183891
mu_Sound2                            0.057404               0.178062
mu_Sound                             0.070294               0.126960
mu_Deadwood2                         0.093332               0.295567
mu_Deadwood                         -0.040817              -0.026234
sig_Tax                             -0.061283              -0.213033
sig_Sound                            0.080393               0.138647
sig_Smell                            0.054315               0.052118
sig_Colour                           0.197204               0.297339
sig_Deadwood                         0.109632               0.204137
sig_Sound2                           0.242679               0.222481
sig_Smell2                           1.000000               0.274251
sig_Colour2                          0.274251               1.000000
sig_Deadwood2                        0.121802               0.286545
beta_Gender                         -0.003901               0.002579
beta_Age                             0.015562              -0.010668
beta_Distance                       -0.008570              -0.059442
beta_Charity                        -0.024246               0.013720
beta_Income                         -0.013926               0.008397
beta_Impairment_Colour              -0.018943              -0.018614
beta_Impairment_Smell                0.007051              -0.005609
beta_Impairment_Sound               -0.037708              -0.067922
beta_Country                        -0.045232              -0.020006
beta_White                          -0.023193               0.024139
beta_Urbanicity                     -0.051979              -0.005262
beta_MostRecentVisit                 0.008817              -0.002596
beta_WoodlandsScore                 -0.002432              -0.052816
                                sig_Deadwood2            beta_Gender
asc_C                                0.048994              -0.025746
mu_Tax                               0.025115               0.051330
mu_Colour2                          -0.002426               0.016110
mu_Colour                            0.010186               0.007182
mu_Smell2                            0.008448               0.027947
mu_Smell                             0.110142               0.002732
mu_Sound2                            0.018366               0.009440
mu_Sound                             0.092528              -0.001422
mu_Deadwood2                         0.263853               0.002825
mu_Deadwood                          0.108905              -0.002669
sig_Tax                             -0.073200              -0.034255
sig_Sound                           -0.028095               0.047908
sig_Smell                           -0.071083               0.013947
sig_Colour                           0.124143              -0.012764
sig_Deadwood                         0.171139              -0.003881
sig_Sound2                           0.170085               0.014351
sig_Smell2                           0.121802              -0.003901
sig_Colour2                          0.286545               0.002579
sig_Deadwood2                        1.000000              -0.003551
beta_Gender                         -0.003551               1.000000
beta_Age                            -0.012212              -0.304969
beta_Distance                       -0.037521            -2.0467e-04
beta_Charity                        -0.003991              -0.116477
beta_Income                         -0.015578              -0.035625
beta_Impairment_Colour              -0.008340               0.043319
beta_Impairment_Smell                0.005235              -0.127124
beta_Impairment_Sound               -0.025763              -0.066331
beta_Country                         0.008684              -0.022466
beta_White                          -0.011487              -0.062339
beta_Urbanicity                      0.017580              -0.073140
beta_MostRecentVisit                -0.034861              -0.050921
beta_WoodlandsScore                 -0.017069              -0.049538
                                     beta_Age          beta_Distance
asc_C                               -0.180227              -0.257366
mu_Tax                               0.037180               0.009657
mu_Colour2                          -0.048858               0.051158
mu_Colour                           -0.031947               0.029412
mu_Smell2                           -0.030214               0.009904
mu_Smell                            -0.020828              -0.033982
mu_Sound2                           -0.040383              -0.029715
mu_Sound                             0.002046              -0.052107
mu_Deadwood2                        -0.045446               0.027685
mu_Deadwood                         -0.020285               0.012799
sig_Tax                             -0.010578              -0.011030
sig_Sound                            0.023066              -0.044089
sig_Smell                            0.027474              -0.039170
sig_Colour                          -0.040252              -0.005988
sig_Deadwood                        -0.015960              -0.035099
sig_Sound2                          -0.018149              -0.034134
sig_Smell2                           0.015562              -0.008570
sig_Colour2                         -0.010668              -0.059442
sig_Deadwood2                       -0.012212              -0.037521
beta_Gender                         -0.304969            -2.0467e-04
beta_Age                             1.000000               0.074911
beta_Distance                        0.074911               1.000000
beta_Charity                         0.100917              -0.069880
beta_Income                          0.004962              -0.034970
beta_Impairment_Colour               0.038964              -0.076105
beta_Impairment_Smell                0.162696              -0.038661
beta_Impairment_Sound               -0.057023               0.066600
beta_Country                         0.034249               0.118589
beta_White                          -0.069453               0.001510
beta_Urbanicity                      0.025239               0.007323
beta_MostRecentVisit                 0.264845               0.073717
beta_WoodlandsScore                 -0.117026              -0.015459
                                 beta_Charity            beta_Income
asc_C                               -0.103969              -0.172381
mu_Tax                               0.045832               0.028783
mu_Colour2                           0.019081              -0.050543
mu_Colour                           -0.008013              -0.023591
mu_Smell2                           -0.005475              -0.009766
mu_Smell                             0.004731               0.021899
mu_Sound2                           -0.023043              -0.025387
mu_Sound                             0.011020              -0.002165
mu_Deadwood2                         0.040800              -0.010774
mu_Deadwood                          0.045203              -0.014462
sig_Tax                              0.016931              -0.015214
sig_Sound                           -0.013924              -0.008093
sig_Smell                            0.005145              -0.022708
sig_Colour                           0.024052            -5.0923e-04
sig_Deadwood                       6.3537e-04              -0.077412
sig_Sound2                           0.043976               0.006043
sig_Smell2                          -0.024246              -0.013926
sig_Colour2                          0.013720               0.008397
sig_Deadwood2                       -0.003991              -0.015578
beta_Gender                         -0.116477              -0.035625
beta_Age                             0.100917               0.004962
beta_Distance                       -0.069880              -0.034970
beta_Charity                         1.000000              -0.011992
beta_Income                         -0.011992               1.000000
beta_Impairment_Colour              -0.021008               0.041435
beta_Impairment_Smell               -0.059071               0.090185
beta_Impairment_Sound               -0.121788              -0.058633
beta_Country                         0.100787              -0.062822
beta_White                          -0.086310               0.050525
beta_Urbanicity                      0.126398              -0.048489
beta_MostRecentVisit                -0.182575              -0.064183
beta_WoodlandsScore                 -0.015740               0.044041
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.032964              -0.111102
mu_Tax                               0.024228              -0.036082
mu_Colour2                         -8.293e-05              -0.024077
mu_Colour                            0.006901              -0.018711
mu_Smell2                            0.021572              -0.020767
mu_Smell                             0.003425              -0.010129
mu_Sound2                           -0.014995               0.017434
mu_Sound                            -0.001567              -0.017398
mu_Deadwood2                         0.015457              -0.006620
mu_Deadwood                         -0.022205              -0.037373
sig_Tax                             -0.024756               0.024892
sig_Sound                         -3.9815e-04             -9.972e-05
sig_Smell                            0.048011              -0.009244
sig_Colour                        -4.4135e-04              -0.001113
sig_Deadwood                         0.083317              -0.065497
sig_Sound2                          -0.013098              -0.008969
sig_Smell2                          -0.018943               0.007051
sig_Colour2                         -0.018614              -0.005609
sig_Deadwood2                       -0.008340               0.005235
beta_Gender                          0.043319              -0.127124
beta_Age                             0.038964               0.162696
beta_Distance                       -0.076105              -0.038661
beta_Charity                        -0.021008              -0.059071
beta_Income                          0.041435               0.090185
beta_Impairment_Colour               1.000000              -0.207470
beta_Impairment_Smell               -0.207470               1.000000
beta_Impairment_Sound               -0.265794              -0.219944
beta_Country                        -0.113012              -0.006831
beta_White                           0.019490               0.025613
beta_Urbanicity                      0.035490               0.056615
beta_MostRecentVisit                -0.083638              -0.044629
beta_WoodlandsScore                 -0.009722               0.052216
                        beta_Impairment_Sound           beta_Country
asc_C                               -0.021182              -0.221831
mu_Tax                              -0.036095               0.001147
mu_Colour2                           0.035002              -0.002026
mu_Colour                            0.007218               0.023933
mu_Smell2                            0.015579            -3.5270e-04
mu_Smell                            -0.006566               0.012417
mu_Sound2                           -0.019294              -0.028763
mu_Sound                            -0.023783               0.015975
mu_Deadwood2                        -0.012849               0.022155
mu_Deadwood                          0.068332               0.033055
sig_Tax                              0.019800              -0.021096
sig_Sound                           -0.075670              -0.020604
sig_Smell                           -0.089867              -0.051638
sig_Colour                          -0.056971              -0.010784
sig_Deadwood                        -0.082754              -0.021104
sig_Sound2                          -0.012168               0.019609
sig_Smell2                          -0.037708              -0.045232
sig_Colour2                         -0.067922              -0.020006
sig_Deadwood2                       -0.025763               0.008684
beta_Gender                         -0.066331              -0.022466
beta_Age                            -0.057023               0.034249
beta_Distance                        0.066600               0.118589
beta_Charity                        -0.121788               0.100787
beta_Income                         -0.058633              -0.062822
beta_Impairment_Colour              -0.265794              -0.113012
beta_Impairment_Smell               -0.219944              -0.006831
beta_Impairment_Sound                1.000000               0.048203
beta_Country                         0.048203               1.000000
beta_White                          -0.022556              -0.177639
beta_Urbanicity                     -0.033463               0.078554
beta_MostRecentVisit                -0.063105               0.048233
beta_WoodlandsScore                  0.117786              -0.061896
                                   beta_White        beta_Urbanicity
asc_C                               -0.362064              -0.421561
mu_Tax                              -0.011425              -0.001357
mu_Colour2                          -0.013070               0.007983
mu_Colour                            0.018398              -0.004222
mu_Smell2                            0.038388              -0.008629
mu_Smell                             0.022228               0.048918
mu_Sound2                            0.025719              -0.055373
mu_Sound                            -0.065825              -0.040190
mu_Deadwood2                         0.022419            -4.4621e-04
mu_Deadwood                         -0.013999               0.011364
sig_Tax                           -2.3104e-04              -0.024842
sig_Sound                          2.2390e-04              -0.048436
sig_Smell                            0.043066               0.016915
sig_Colour                           0.016246              -0.027090
sig_Deadwood                        -0.022172               0.001245
sig_Sound2                          -0.030756              -0.005429
sig_Smell2                          -0.023193              -0.051979
sig_Colour2                          0.024139              -0.005262
sig_Deadwood2                       -0.011487               0.017580
beta_Gender                         -0.062339              -0.073140
beta_Age                            -0.069453               0.025239
beta_Distance                        0.001510               0.007323
beta_Charity                        -0.086310               0.126398
beta_Income                          0.050525              -0.048489
beta_Impairment_Colour               0.019490               0.035490
beta_Impairment_Smell                0.025613               0.056615
beta_Impairment_Sound               -0.022556              -0.033463
beta_Country                        -0.177639               0.078554
beta_White                           1.000000               0.036879
beta_Urbanicity                      0.036879               1.000000
beta_MostRecentVisit                 0.009754               0.088008
beta_WoodlandsScore                 -0.052817              -0.029943
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.200702              -0.510022
mu_Tax                               0.027926               0.006803
mu_Colour2                           0.028598               0.004305
mu_Colour                            0.038967              -0.040237
mu_Smell2                            0.009335              -0.021051
mu_Smell                             0.008869              -0.001395
mu_Sound2                            0.026254              -0.033659
mu_Sound                           2.9987e-04              -0.014812
mu_Deadwood2                         0.001885               0.009693
mu_Deadwood                          0.001386               0.014003
sig_Tax                              0.063668               0.007940
sig_Sound                         -1.7242e-04               0.015863
sig_Smell                           -0.038703              -0.015466
sig_Colour                          -0.068520               0.021765
sig_Deadwood                         0.008558              -0.074630
sig_Sound2                          -0.026101               0.009791
sig_Smell2                           0.008817              -0.002432
sig_Colour2                         -0.002596              -0.052816
sig_Deadwood2                       -0.034861              -0.017069
beta_Gender                         -0.050921              -0.049538
beta_Age                             0.264845              -0.117026
beta_Distance                        0.073717              -0.015459
beta_Charity                        -0.182575              -0.015740
beta_Income                         -0.064183               0.044041
beta_Impairment_Colour              -0.083638              -0.009722
beta_Impairment_Smell               -0.044629               0.052216
beta_Impairment_Sound               -0.063105               0.117786
beta_Country                         0.048233              -0.061896
beta_White                           0.009754              -0.052817
beta_Urbanicity                      0.088008              -0.029943
beta_MostRecentVisit                 1.000000              -0.168639
beta_WoodlandsScore                 -0.168639               1.000000

 20 worst outliers in terms of lowest average per choice prediction:
   ID Avg prob per choice
  740           0.1130818
 3866           0.1244293
 3929           0.1482780
  903           0.1554820
 4154           0.1567251
  363           0.1569701
  745           0.1576682
  770           0.1579499
  471           0.1609230
  661           0.1631514
  124           0.1646799
 3702           0.1665691
 3824           0.1669003
  302           0.1675060
   24           0.1697925
 4033           0.1718586
  339           0.1738621
  323           0.1768751
 4144           0.1779355
  312           0.1806082

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                     -0.15588   -0.541944   -0.386064
mu_Tax                    -3.00000   -3.316564   -0.316564
mu_Colour2                 0.07197    0.085144    0.013174
mu_Colour                  0.13284    0.185876    0.053036
mu_Smell2                  0.11882    0.134665    0.015845
mu_Smell                   0.07834    0.142156    0.063816
mu_Sound2                  0.26039    0.374335    0.113945
mu_Sound                   0.24969    0.214108   -0.035582
mu_Deadwood2               0.41884    0.703399    0.284559
mu_Deadwood                0.22836    0.246311    0.017951
sig_Tax                    0.01000    2.840734    2.830734
sig_Sound                  0.01000   -0.290022   -0.300022
sig_Smell                  0.01000   -0.272424   -0.282424
sig_Colour                 0.01000    0.351039    0.341039
sig_Deadwood               0.01000    0.618627    0.608627
sig_Sound2                 0.01000    1.081480    1.071480
sig_Smell2                 0.01000    0.472417    0.462417
sig_Colour2                0.01000    0.817656    0.807656
sig_Deadwood2              0.01000    0.700297    0.690297
beta_Gender                0.00000    0.057076    0.057076
beta_Age                   0.00000   -0.660064   -0.660064
beta_Distance              0.00000 -9.0682e-04 -9.0682e-04
beta_Charity               0.00000   -0.192696   -0.192696
beta_Income                0.00000   -0.334850   -0.334850
beta_Impairment_Colour     0.00000    0.071760    0.071760
beta_Impairment_Smell      0.00000   -0.216173   -0.216173
beta_Impairment_Sound      0.00000   -0.434984   -0.434984
beta_Country               0.00000   -0.084008   -0.084008
beta_White                 0.00000   -0.021225   -0.021225
beta_Urbanicity            0.00000   -0.118850   -0.118850
beta_MostRecentVisit       0.00000   -0.027236   -0.027236
beta_WoodlandsScore        0.00000   -0.002630   -0.002630

Settings and functions used in model definition:

apollo_control
--------------
                       Value                                    
nCores                 "10"                                     
mixing                 "TRUE"                                   
modelDescr             "H1_Winter_PreferenceSpaceModel_Balanced"
modelName              "H1_Winter_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                  0.5419444506
mu_Tax                 3.3165640865
mu_Colour2             0.0851436728
mu_Colour              0.1858756649
mu_Smell2              0.1346650401
mu_Smell               0.1421557710
mu_Sound2              0.3743350737
mu_Sound               0.2141078881
mu_Deadwood2           0.7033985757
mu_Deadwood            0.2463106891
sig_Tax                2.8407341193
sig_Sound              0.2900216142
sig_Smell              0.2724235829
sig_Colour             0.3510391486
sig_Deadwood           0.6186272405
sig_Sound2             1.0814795805
sig_Smell2             0.4724171574
sig_Colour2            0.8176563647
sig_Deadwood2          0.7002972280
beta_Gender            0.0570755798
beta_Age               0.6600636047
beta_Distance          0.0009068168
beta_Charity           0.1926959278
beta_Income            0.3348496284
beta_Impairment_Colour 0.0717603935
beta_Impairment_Smell  0.2161729877
beta_Impairment_Sound  0.4349836383
beta_Country           0.0840084418
beta_White             0.0212247505
beta_Urbanicity        0.1188496182
beta_MostRecentVisit   0.0272361189
beta_WoodlandsScore    0.0026297147


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)
}
