Model run using Apollo for R, version 0.2.3 on Linux by ubuntu www.ApolloChoiceModelling.com Model name : hybrid_model_classical Model description : Hybrid choice model on drug choice data, classical estimation Model run at : 2021-02-11 13:44:50 Estimation method : bfgs Model diagnosis : successful convergence Number of individuals : 1000 Number of rows in database : 10000 Number of modelled outcomes : 14000 choice: 10000 indic_dominance: 1000 indic_ingredients: 1000 indic_patent: 1000 indic_quality: 1000 Number of cores used : 4 Number of inter-individual draws : 500 (halton) LL(start) : -19734.5 LL(0, whole model) : Not applicable LL(final, whole model) : -16537.67 Rho-square (0) : Not applicable Adj.Rho-square (0) : Not applicable AIC : 33165.33 BIC : 33504.94 LL(0,choice) : -13862.94 LL(final,choice) : -10879.3 LL(0,indic_quality) : Not applicable LL(final,indic_quality) : -1453.893 LL(0,indic_ingredients) : Not applicable LL(final,indic_ingredients) : -1486.283 LL(0,indic_patent) : Not applicable LL(final,indic_patent) : -1485.03 LL(0,indic_dominance) : Not applicable LL(final,indic_dominance) : -1425.62 Estimated parameters : 45 Time taken (hh:mm:ss) : 01:01:31.34 pre-estimation : 00:04:44.19 estimation : 00:09:43.13 post-estimation : 00:47:4.02 Iterations : 59 Min abs eigenvalue of Hessian : 11.08569 Estimates: Estimate s.e. t.rat.(0) Rob.s.e. Rob.t.rat.(0) mu_brand_Artemis 1.461326 0.08336 17.53048 0.08159 17.91129 sig_brand_Artemis 0.003375 0.26290 0.01284 0.03946 0.08553 gamma_Artemis_reg_user -0.084868 0.08248 -1.02893 0.08450 -1.00430 gamma_Artemis_university -0.076872 0.07439 -1.03340 0.07369 -1.04315 gamma_Artemis_age_50 0.088205 0.07403 1.19141 0.07437 1.18599 mu_brand_Novum 1.162821 0.08506 13.67087 0.08347 13.93077 sig_brand_Novum 0.293929 0.06590 4.46044 0.06426 4.57383 gamma_Novum_reg_user 0.040875 0.08615 0.47446 0.08838 0.46250 gamma_Novum_university -0.098915 0.07792 -1.26946 0.07957 -1.24313 gamma_Novum_age_50 0.036897 0.07765 0.47520 0.07843 0.47046 b_brand_BestValue 0.672451 0.05504 12.21851 0.05488 12.25325 b_brand_Supermarket 0.985576 0.05522 17.84747 0.05397 18.26004 b_brand_PainAway 0.000000 NA NA NA NA b_country_CH 0.674168 0.04007 16.82628 0.03910 17.24298 b_country_DK 0.339189 0.03845 8.82139 0.03774 8.98674 b_country_USA 0.000000 NA NA NA NA b_country_IND -0.296977 0.05741 -5.17318 0.05816 -5.10622 b_country_RUS -0.893385 0.06177 -14.46300 0.06124 -14.58935 b_country_BRA -0.658933 0.06031 -10.92578 0.06194 -10.63827 b_char_standard 0.000000 NA NA NA NA b_char_fast 0.771962 0.02933 26.32130 0.02907 26.55130 b_char_double 1.218685 0.03814 31.95028 0.03692 33.00692 b_risk -0.001576 5.839e-05 -26.99035 5.957e-05 -26.45632 b_price -0.728029 0.01828 -39.83412 0.01739 -41.87306 gamma_LV_reg_user -0.952290 0.10487 -9.08082 0.10669 -8.92582 gamma_LV_university -0.546114 0.09608 -5.68389 0.09666 -5.65003 gamma_LV_age_50 0.434305 0.09523 4.56056 0.09721 4.46780 lambda 0.618636 0.03610 17.13573 0.03574 17.30807 zeta_quality 0.956734 0.08750 10.93454 0.08891 10.76020 zeta_ingredient -0.872130 0.08187 -10.65231 0.08328 -10.47184 zeta_patent 1.077484 0.09383 11.48304 0.09405 11.45625 zeta_dominance -0.678027 0.07232 -9.37491 0.07088 -9.56578 tau_quality_1 -1.931107 0.12512 -15.43395 0.12875 -14.99876 tau_quality_2 -1.024206 0.10827 -9.45962 0.10885 -9.40937 tau_quality_3 1.121489 0.10615 10.56490 0.10646 10.53457 tau_quality_4 2.252323 0.13345 16.87704 0.13295 16.94114 tau_ingredients_1 -2.079877 0.12342 -16.85191 0.12380 -16.80039 tau_ingredients_2 -0.989836 0.09975 -9.92303 0.10089 -9.81104 tau_ingredients_3 0.920504 0.10222 9.00527 0.10386 8.86278 tau_ingredients_4 1.871341 0.11949 15.66116 0.12012 15.57886 tau_patent_1 -2.100439 0.13863 -15.15177 0.13665 -15.37124 tau_patent_2 -1.030149 0.11678 -8.82154 0.11720 -8.78985 tau_patent_3 0.939756 0.11041 8.51178 0.11233 8.36616 tau_patent_4 1.882572 0.12741 14.77603 0.12967 14.51780 tau_dominance_1 -2.209641 0.12087 -18.28172 0.12049 -18.33812 tau_dominance_2 -1.108847 0.09217 -12.03002 0.09327 -11.88867 tau_dominance_3 1.067750 0.09414 11.34166 0.09284 11.50105 tau_dominance_4 2.125247 0.11576 18.35861 0.11439 18.57819 Overview of choices for MNL model component choice: alt1 alt2 alt3 alt4 Times available 10000.00 10000.00 10000.00 10000.00 Times chosen 3403.00 3546.00 1517.00 1534.00 Percentage chosen overall 34.03 35.46 15.17 15.34 Percentage chosen when available 34.03 35.46 15.17 15.34 Overview of choices for OL model component indic_quality: 1 2 3 4 5 Times chosen 220 151.0 398.0 130 101.0 Percentage chosen overall 22 15.1 39.8 13 10.1 Overview of choices for OL model component indic_ingredients: 1 2 3 4 5 Times chosen 113.0 136.0 372.0 164.0 215.0 Percentage chosen overall 11.3 13.6 37.2 16.4 21.5 Overview of choices for OL model component indic_patent: 1 2 3 4 5 Times chosen 211.0 171.0 358.0 121.0 139.0 Percentage chosen overall 21.1 17.1 35.8 12.1 13.9 Overview of choices for OL model component indic_dominance: 1 2 3 4 5 Times chosen 96.0 132.0 443.0 170 159.0 Percentage chosen overall 9.6 13.2 44.3 17 15.9 Classical covariance matrix: mu_brand_Artemis sig_brand_Artemis mu_brand_Artemis 0.006949 -1.1054e-04 sig_brand_Artemis -1.1054e-04 0.06912 gamma_Artemis_reg_user -0.001174 3.564e-05 gamma_Artemis_university -0.001322 -1.5806e-04 gamma_Artemis_age_50 -0.001467 -2.678e-05 mu_brand_Novum 0.005570 -1.8046e-04 sig_brand_Novum 1.9539e-04 -3.9498e-04 gamma_Novum_reg_user -4.0117e-04 -4.651e-06 gamma_Novum_university -5.5029e-04 -1.406e-05 gamma_Novum_age_50 -7.0075e-04 1.1857e-04 b_brand_BestValue 0.001625 -8.948e-06 b_brand_Supermarket 0.001565 1.413e-05 b_country_CH -5.7471e-04 2.262e-05 b_country_DK -5.8116e-04 3.528e-05 b_country_IND 0.001424 -2.188e-05 b_country_RUS 0.001299 -2.215e-05 b_country_BRA 0.001385 -5.572e-05 b_char_fast 9.461e-05 2.702e-05 b_char_double -2.8700e-04 5.826e-05 b_risk 1.918e-07 7.411e-10 b_price -4.2744e-04 -2.067e-05 gamma_LV_reg_user -0.001094 6.452e-05 gamma_LV_university -0.001101 7.658e-05 gamma_LV_age_50 -0.001067 2.1815e-04 lambda 2.7315e-04 -6.465e-05 zeta_quality -4.530e-05 -1.5822e-04 zeta_ingredient 8.085e-05 -5.380e-05 zeta_patent -4.375e-05 2.759e-05 zeta_dominance 2.653e-06 -1.5681e-04 tau_quality_1 -0.001738 3.1345e-04 tau_quality_2 -0.001756 2.6292e-04 tau_quality_3 -0.001779 1.5174e-04 tau_quality_4 -0.001781 1.2409e-04 tau_ingredients_1 0.001632 -1.9524e-04 tau_ingredients_2 0.001619 -1.7074e-04 tau_ingredients_3 0.001572 -1.2755e-04 tau_ingredients_4 0.001546 -1.0662e-04 tau_patent_1 -0.001961 1.5949e-04 tau_patent_2 -0.001980 1.8402e-04 tau_patent_3 -0.001999 2.1199e-04 tau_patent_4 -0.002002 2.2087e-04 tau_dominance_1 0.001251 -1.8202e-04 tau_dominance_2 0.001256 -1.2609e-04 tau_dominance_3 0.001259 -1.169e-05 tau_dominance_4 0.001257 3.910e-05 gamma_Artemis_reg_user gamma_Artemis_university mu_brand_Artemis -0.001174 -0.001322 sig_brand_Artemis 3.564e-05 -1.5806e-04 gamma_Artemis_reg_user 0.006803 0.001167 gamma_Artemis_university 0.001167 0.005534 gamma_Artemis_age_50 -5.0216e-04 -3.0544e-04 mu_brand_Novum -4.1295e-04 -5.3630e-04 sig_brand_Novum -2.5140e-04 -1.7719e-04 gamma_Novum_reg_user 0.004780 0.001038 gamma_Novum_university 0.001028 0.003615 gamma_Novum_age_50 -5.7061e-04 -3.2656e-04 b_brand_BestValue 2.437e-05 -1.319e-05 b_brand_Supermarket 5.259e-05 -5.621e-06 b_country_CH -1.543e-05 1.133e-05 b_country_DK -6.255e-06 -1.761e-05 b_country_IND 9.090e-06 1.972e-05 b_country_RUS -1.619e-05 -9.631e-06 b_country_BRA -1.504e-05 5.183e-06 b_char_fast 1.260e-05 1.698e-05 b_char_double 1.909e-05 1.467e-05 b_risk -4.270e-08 -9.551e-09 b_price -4.253e-06 -1.069e-05 gamma_LV_reg_user -0.003971 -7.2865e-04 gamma_LV_university -7.2786e-04 -0.003086 gamma_LV_age_50 3.8471e-04 2.1069e-04 lambda 0.001060 5.9789e-04 zeta_quality -0.001497 -7.2688e-04 zeta_ingredient 0.001236 6.0838e-04 zeta_patent -0.001388 -6.6190e-04 zeta_dominance 6.3267e-04 6.5854e-04 tau_quality_1 -5.0618e-04 -9.1049e-04 tau_quality_2 -7.5473e-04 -9.9944e-04 tau_quality_3 -0.001316 -0.001215 tau_quality_4 -0.001551 -0.001328 tau_ingredients_1 0.001313 0.001167 tau_ingredients_2 0.001114 0.001074 tau_ingredients_3 7.1420e-04 9.0813e-04 tau_ingredients_4 5.5628e-04 8.5174e-04 tau_patent_1 -7.4761e-04 -0.001056 tau_patent_2 -9.2550e-04 -0.001142 tau_patent_3 -0.001344 -0.001352 tau_patent_4 -0.001551 -0.001413 tau_dominance_1 8.9815e-04 9.2382e-04 tau_dominance_2 8.6429e-04 8.3858e-04 tau_dominance_3 7.8188e-04 5.9099e-04 tau_dominance_4 7.4712e-04 4.8093e-04 gamma_Artemis_age_50 mu_brand_Novum mu_brand_Artemis -0.001467 0.005570 sig_brand_Artemis -2.678e-05 -1.8046e-04 gamma_Artemis_reg_user -5.0216e-04 -4.1295e-04 gamma_Artemis_university -3.0544e-04 -5.3630e-04 gamma_Artemis_age_50 0.005481 -6.8937e-04 mu_brand_Novum -6.8937e-04 0.007235 sig_brand_Novum 9.788e-05 -8.994e-05 gamma_Novum_reg_user -5.7093e-04 -0.001364 gamma_Novum_university -3.2313e-04 -0.001552 gamma_Novum_age_50 0.003611 -0.001725 b_brand_BestValue -8.056e-06 0.001586 b_brand_Supermarket -1.397e-05 0.001624 b_country_CH -1.398e-05 -6.5634e-04 b_country_DK 1.421e-05 -6.4002e-04 b_country_IND -3.095e-05 0.001376 b_country_RUS 3.361e-05 0.001241 b_country_BRA 6.694e-06 0.001381 b_char_fast -1.960e-06 1.0076e-04 b_char_double -1.749e-05 -2.1839e-04 b_risk 5.815e-09 2.053e-07 b_price 8.001e-06 -3.8266e-04 gamma_LV_reg_user 3.7048e-04 -0.001101 gamma_LV_university 2.0200e-04 -0.001105 gamma_LV_age_50 -0.002988 -0.001065 lambda -4.7911e-04 2.6924e-04 zeta_quality 5.5841e-04 -5.345e-05 zeta_ingredient -6.6399e-04 8.312e-05 zeta_patent 8.3581e-04 -5.998e-05 zeta_dominance -1.5287e-04 2.924e-06 tau_quality_1 -0.001236 -0.001733 tau_quality_2 -0.001158 -0.001753 tau_quality_3 -9.9304e-04 -0.001782 tau_quality_4 -9.3360e-04 -0.001787 tau_ingredients_1 8.2778e-04 0.001637 tau_ingredients_2 9.3546e-04 0.001622 tau_ingredients_3 0.001146 0.001575 tau_ingredients_4 0.001255 0.001548 tau_patent_1 -0.001607 -0.001949 tau_patent_2 -0.001444 -0.001974 tau_patent_3 -0.001159 -0.002005 tau_patent_4 -0.001016 -0.002012 tau_dominance_1 7.5211e-04 0.001254 tau_dominance_2 7.4057e-04 0.001259 tau_dominance_3 6.8689e-04 0.001262 tau_dominance_4 6.5829e-04 0.001259 sig_brand_Novum gamma_Novum_reg_user mu_brand_Artemis 1.9539e-04 -4.0117e-04 sig_brand_Artemis -3.9498e-04 -4.651e-06 gamma_Artemis_reg_user -2.5140e-04 0.004780 gamma_Artemis_university -1.7719e-04 0.001038 gamma_Artemis_age_50 9.788e-05 -5.7093e-04 mu_brand_Novum -8.994e-05 -0.001364 sig_brand_Novum 0.004342 -3.0029e-04 gamma_Novum_reg_user -3.0029e-04 0.007422 gamma_Novum_university -1.7916e-04 0.001180 gamma_Novum_age_50 1.3733e-04 -4.6790e-04 b_brand_BestValue 1.0666e-04 3.484e-05 b_brand_Supermarket 5.530e-05 1.0477e-04 b_country_CH 9.433e-05 3.181e-05 b_country_DK 1.686e-05 1.418e-05 b_country_IND 2.614e-05 -2.027e-05 b_country_RUS 2.511e-05 -6.501e-05 b_country_BRA -7.625e-05 -3.078e-05 b_char_fast 8.723e-05 2.682e-05 b_char_double 1.9928e-04 2.760e-05 b_risk -9.053e-08 -4.371e-08 b_price -1.0872e-04 -2.827e-05 gamma_LV_reg_user 1.3386e-04 -0.003978 gamma_LV_university 8.315e-05 -7.2978e-04 gamma_LV_age_50 -6.736e-05 3.8802e-04 lambda -1.2311e-04 0.001077 zeta_quality 1.6378e-04 -0.001518 zeta_ingredient -1.9540e-04 0.001240 zeta_patent 2.2500e-04 -0.001383 zeta_dominance -9.320e-05 6.4357e-04 tau_quality_1 -8.283e-05 -4.8939e-04 tau_quality_2 -3.809e-05 -7.4414e-04 tau_quality_3 5.421e-05 -0.001319 tau_quality_4 9.064e-05 -0.001560 tau_ingredients_1 -8.408e-05 0.001315 tau_ingredients_2 -3.288e-05 0.001114 tau_ingredients_3 6.911e-05 7.1275e-04 tau_ingredients_4 1.1604e-04 5.5462e-04 tau_patent_1 -1.4692e-04 -7.5529e-04 tau_patent_2 -6.855e-05 -9.3055e-04 tau_patent_3 6.514e-05 -0.001345 tau_patent_4 1.1023e-04 -0.001551 tau_dominance_1 -4.162e-05 9.0098e-04 tau_dominance_2 -3.105e-05 8.6532e-04 tau_dominance_3 1.929e-05 7.7652e-04 tau_dominance_4 4.551e-05 7.3844e-04 gamma_Novum_university gamma_Novum_age_50 mu_brand_Artemis -5.5029e-04 -7.0075e-04 sig_brand_Artemis -1.406e-05 1.1857e-04 gamma_Artemis_reg_user 0.001028 -5.7061e-04 gamma_Artemis_university 0.003615 -3.2656e-04 gamma_Artemis_age_50 -3.2313e-04 0.003611 mu_brand_Novum -0.001552 -0.001725 sig_brand_Novum -1.7916e-04 1.3733e-04 gamma_Novum_reg_user 0.001180 -4.6790e-04 gamma_Novum_university 0.006071 -2.8267e-04 gamma_Novum_age_50 -2.8267e-04 0.006029 b_brand_BestValue -2.344e-05 -9.102e-06 b_brand_Supermarket 1.018e-05 -3.173e-05 b_country_CH -2.114e-06 -1.352e-05 b_country_DK 8.550e-07 -1.550e-05 b_country_IND 1.021e-05 -2.935e-05 b_country_RUS -2.611e-05 4.089e-05 b_country_BRA 8.680e-07 1.199e-05 b_char_fast 6.194e-06 -4.128e-06 b_char_double -6.948e-06 -1.501e-05 b_risk -1.195e-08 -3.576e-09 b_price -4.316e-06 1.747e-05 gamma_LV_reg_user -7.2312e-04 3.7301e-04 gamma_LV_university -0.003084 2.0174e-04 gamma_LV_age_50 2.1005e-04 -0.002990 lambda 5.9796e-04 -4.8504e-04 zeta_quality -7.1301e-04 5.5451e-04 zeta_ingredient 6.0983e-04 -6.6157e-04 zeta_patent -6.6313e-04 8.5218e-04 zeta_dominance 6.5948e-04 -1.4921e-04 tau_quality_1 -9.2122e-04 -0.001232 tau_quality_2 -0.001006 -0.001156 tau_quality_3 -0.001212 -9.9257e-04 tau_quality_4 -0.001321 -9.3353e-04 tau_ingredients_1 0.001165 8.2678e-04 tau_ingredients_2 0.001072 9.3333e-04 tau_ingredients_3 9.0443e-04 0.001141 tau_ingredients_4 8.4716e-04 0.001250 tau_patent_1 -0.001053 -0.001622 tau_patent_2 -0.001141 -0.001453 tau_patent_3 -0.001350 -0.001157 tau_patent_4 -0.001410 -0.001010 tau_dominance_1 9.2169e-04 7.5196e-04 tau_dominance_2 8.3620e-04 7.3968e-04 tau_dominance_3 5.8858e-04 6.8398e-04 tau_dominance_4 4.7840e-04 6.5459e-04 b_brand_BestValue b_brand_Supermarket mu_brand_Artemis 0.001625 0.001565 sig_brand_Artemis -8.948e-06 1.413e-05 gamma_Artemis_reg_user 2.437e-05 5.259e-05 gamma_Artemis_university -1.319e-05 -5.621e-06 gamma_Artemis_age_50 -8.056e-06 -1.397e-05 mu_brand_Novum 0.001586 0.001624 sig_brand_Novum 1.0666e-04 5.530e-05 gamma_Novum_reg_user 3.484e-05 1.0477e-04 gamma_Novum_university -2.344e-05 1.018e-05 gamma_Novum_age_50 -9.102e-06 -3.173e-05 b_brand_BestValue 0.003029 0.001799 b_brand_Supermarket 0.001799 0.003049 b_country_CH 1.6405e-04 1.5163e-04 b_country_DK 8.714e-05 1.2452e-04 b_country_IND -1.3055e-04 -2.0414e-04 b_country_RUS -2.3376e-04 -3.0915e-04 b_country_BRA -3.323e-05 -3.1726e-04 b_char_fast 7.574e-05 1.7432e-04 b_char_double 1.0988e-04 1.8053e-04 b_risk -4.945e-07 -5.440e-07 b_price -6.670e-05 -9.491e-05 gamma_LV_reg_user -6.519e-06 -1.409e-05 gamma_LV_university -3.849e-06 -5.186e-06 gamma_LV_age_50 3.414e-06 4.539e-06 lambda 5.911e-05 9.635e-05 zeta_quality 6.407e-07 -3.055e-05 zeta_ingredient 1.316e-05 3.447e-05 zeta_patent -7.737e-06 1.036e-05 zeta_dominance 5.742e-06 -1.949e-06 tau_quality_1 -2.862e-06 2.508e-05 tau_quality_2 -3.455e-06 1.589e-05 tau_quality_3 -3.725e-06 -7.515e-06 tau_quality_4 -2.495e-06 -1.599e-05 tau_ingredients_1 6.826e-06 1.385e-05 tau_ingredients_2 2.381e-06 4.221e-06 tau_ingredients_3 -7.478e-06 -1.743e-05 tau_ingredients_4 -1.054e-05 -2.709e-05 tau_patent_1 5.029e-06 -1.759e-05 tau_patent_2 2.423e-06 -1.119e-05 tau_patent_3 -4.016e-06 -4.091e-06 tau_patent_4 -6.112e-06 -1.975e-06 tau_dominance_1 3.309e-06 2.570e-06 tau_dominance_2 2.269e-06 3.977e-06 tau_dominance_3 -2.218e-06 5.862e-06 tau_dominance_4 -3.482e-06 6.948e-06 b_country_CH b_country_DK mu_brand_Artemis -5.7471e-04 -5.8116e-04 sig_brand_Artemis 2.262e-05 3.528e-05 gamma_Artemis_reg_user -1.543e-05 -6.255e-06 gamma_Artemis_university 1.133e-05 -1.761e-05 gamma_Artemis_age_50 -1.398e-05 1.421e-05 mu_brand_Novum -6.5634e-04 -6.4002e-04 sig_brand_Novum 9.433e-05 1.686e-05 gamma_Novum_reg_user 3.181e-05 1.418e-05 gamma_Novum_university -2.114e-06 8.550e-07 gamma_Novum_age_50 -1.352e-05 -1.550e-05 b_brand_BestValue 1.6405e-04 8.714e-05 b_brand_Supermarket 1.5163e-04 1.2452e-04 b_country_CH 0.001605 7.5944e-04 b_country_DK 7.5944e-04 0.001478 b_country_IND 1.535e-05 9.318e-05 b_country_RUS -8.015e-05 1.218e-05 b_country_BRA -8.616e-05 -2.814e-06 b_char_fast 9.266e-05 4.131e-05 b_char_double 1.3889e-04 3.314e-05 b_risk -1.535e-07 -6.144e-08 b_price -9.161e-05 -3.418e-05 gamma_LV_reg_user -4.960e-06 -5.308e-06 gamma_LV_university -2.423e-06 -3.194e-06 gamma_LV_age_50 2.361e-06 2.659e-06 lambda 5.271e-05 1.652e-05 zeta_quality 1.036e-06 -8.929e-06 zeta_ingredient 1.011e-05 -1.014e-06 zeta_patent -8.495e-06 -1.310e-05 zeta_dominance 3.354e-06 3.896e-06 tau_quality_1 -3.731e-06 6.097e-06 tau_quality_2 -3.675e-06 3.715e-06 tau_quality_3 -2.048e-06 -2.787e-06 tau_quality_4 -7.755e-07 -4.891e-06 tau_ingredients_1 4.886e-06 2.326e-07 tau_ingredients_2 1.684e-06 4.462e-07 tau_ingredients_3 -4.562e-06 1.824e-06 tau_ingredients_4 -6.754e-06 2.923e-06 tau_patent_1 3.972e-06 1.076e-05 tau_patent_2 1.495e-06 5.979e-06 tau_patent_3 -2.896e-06 -3.042e-06 tau_patent_4 -4.989e-06 -6.293e-06 tau_dominance_1 2.056e-06 1.965e-06 tau_dominance_2 1.691e-06 1.655e-06 tau_dominance_3 -3.332e-07 -1.078e-06 tau_dominance_4 -1.328e-06 -2.399e-06 b_country_IND b_country_RUS mu_brand_Artemis 0.001424 0.001299 sig_brand_Artemis -2.188e-05 -2.215e-05 gamma_Artemis_reg_user 9.090e-06 -1.619e-05 gamma_Artemis_university 1.972e-05 -9.631e-06 gamma_Artemis_age_50 -3.095e-05 3.361e-05 mu_brand_Novum 0.001376 0.001241 sig_brand_Novum 2.614e-05 2.511e-05 gamma_Novum_reg_user -2.027e-05 -6.501e-05 gamma_Novum_university 1.021e-05 -2.611e-05 gamma_Novum_age_50 -2.935e-05 4.089e-05 b_brand_BestValue -1.3055e-04 -2.3376e-04 b_brand_Supermarket -2.0414e-04 -3.0915e-04 b_country_CH 1.535e-05 -8.015e-05 b_country_DK 9.318e-05 1.218e-05 b_country_IND 0.003296 0.001570 b_country_RUS 0.001570 0.003816 b_country_BRA 0.001612 0.001580 b_char_fast -9.464e-05 -1.1497e-04 b_char_double -5.993e-05 -7.834e-05 b_risk 1.748e-07 2.164e-07 b_price 2.442e-05 5.033e-05 gamma_LV_reg_user 8.318e-06 1.651e-05 gamma_LV_university 2.283e-06 9.773e-06 gamma_LV_age_50 -5.340e-06 -6.407e-06 lambda 5.616e-06 -9.997e-05 zeta_quality 1.926e-05 2.466e-05 zeta_ingredient 1.038e-05 -2.345e-05 zeta_patent 3.189e-05 1.101e-05 zeta_dominance -2.085e-06 -1.524e-05 tau_quality_1 -1.644e-05 -1.510e-05 tau_quality_2 -1.043e-05 -8.319e-06 tau_quality_3 2.656e-06 7.767e-06 tau_quality_4 7.540e-06 1.375e-05 tau_ingredients_1 3.728e-06 -1.147e-05 tau_ingredients_2 -3.481e-07 -4.784e-06 tau_ingredients_3 -7.832e-06 8.544e-06 tau_ingredients_4 -1.172e-05 1.389e-05 tau_patent_1 -2.895e-05 7.806e-07 tau_patent_2 -1.697e-05 2.933e-06 tau_patent_3 4.952e-06 7.465e-06 tau_patent_4 1.223e-05 9.608e-06 tau_dominance_1 3.527e-07 -7.281e-06 tau_dominance_2 1.422e-08 -4.689e-06 tau_dominance_3 -5.740e-07 3.392e-06 tau_dominance_4 6.646e-07 7.147e-06 b_country_BRA b_char_fast mu_brand_Artemis 0.001385 9.461e-05 sig_brand_Artemis -5.572e-05 2.702e-05 gamma_Artemis_reg_user -1.504e-05 1.260e-05 gamma_Artemis_university 5.183e-06 1.698e-05 gamma_Artemis_age_50 6.694e-06 -1.960e-06 mu_brand_Novum 0.001381 1.0076e-04 sig_brand_Novum -7.625e-05 8.723e-05 gamma_Novum_reg_user -3.078e-05 2.682e-05 gamma_Novum_university 8.680e-07 6.194e-06 gamma_Novum_age_50 1.199e-05 -4.128e-06 b_brand_BestValue -3.323e-05 7.574e-05 b_brand_Supermarket -3.1726e-04 1.7432e-04 b_country_CH -8.616e-05 9.266e-05 b_country_DK -2.814e-06 4.131e-05 b_country_IND 0.001612 -9.464e-05 b_country_RUS 0.001580 -1.1497e-04 b_country_BRA 0.003637 -1.2560e-04 b_char_fast -1.2560e-04 8.6016e-04 b_char_double -1.2379e-04 5.0905e-04 b_risk 1.142e-07 -1.422e-07 b_price 7.528e-05 -7.743e-05 gamma_LV_reg_user 8.421e-06 -1.107e-05 gamma_LV_university 4.177e-06 -5.915e-06 gamma_LV_age_50 -9.775e-07 7.078e-06 lambda -5.295e-05 6.513e-05 zeta_quality 2.684e-05 -1.070e-05 zeta_ingredient -7.546e-07 2.106e-05 zeta_patent -1.229e-05 -2.418e-05 zeta_dominance -1.501e-05 2.871e-07 tau_quality_1 -2.324e-05 4.052e-06 tau_quality_2 -1.660e-05 6.622e-07 tau_quality_3 4.806e-06 -6.077e-06 tau_quality_4 1.406e-05 -7.497e-06 tau_ingredients_1 -8.805e-07 8.850e-06 tau_ingredients_2 1.422e-07 2.505e-06 tau_ingredients_3 -1.183e-06 -9.811e-06 tau_ingredients_4 -2.507e-06 -1.480e-05 tau_patent_1 1.864e-05 1.817e-05 tau_patent_2 1.245e-05 1.088e-05 tau_patent_3 1.500e-06 -4.655e-06 tau_patent_4 -1.960e-06 -1.135e-05 tau_dominance_1 -5.562e-06 1.986e-06 tau_dominance_2 -1.753e-06 2.265e-06 tau_dominance_3 7.057e-06 2.388e-06 tau_dominance_4 1.055e-05 3.124e-06 b_char_double b_risk mu_brand_Artemis -2.8700e-04 1.918e-07 sig_brand_Artemis 5.826e-05 7.411e-10 gamma_Artemis_reg_user 1.909e-05 -4.270e-08 gamma_Artemis_university 1.467e-05 -9.551e-09 gamma_Artemis_age_50 -1.749e-05 5.815e-09 mu_brand_Novum -2.1839e-04 2.053e-07 sig_brand_Novum 1.9928e-04 -9.053e-08 gamma_Novum_reg_user 2.760e-05 -4.371e-08 gamma_Novum_university -6.948e-06 -1.195e-08 gamma_Novum_age_50 -1.501e-05 -3.576e-09 b_brand_BestValue 1.0988e-04 -4.945e-07 b_brand_Supermarket 1.8053e-04 -5.440e-07 b_country_CH 1.3889e-04 -1.535e-07 b_country_DK 3.314e-05 -6.144e-08 b_country_IND -5.993e-05 1.748e-07 b_country_RUS -7.834e-05 2.164e-07 b_country_BRA -1.2379e-04 1.142e-07 b_char_fast 5.0905e-04 -1.422e-07 b_char_double 0.001455 -1.181e-07 b_risk -1.181e-07 3.409e-09 b_price -1.2268e-04 1.288e-07 gamma_LV_reg_user -1.125e-05 2.701e-08 gamma_LV_university -5.865e-06 1.384e-08 gamma_LV_age_50 6.328e-06 -1.276e-08 lambda 8.538e-05 -1.068e-07 zeta_quality -8.775e-06 5.093e-08 zeta_ingredient 1.895e-05 -3.018e-08 zeta_patent -1.818e-05 3.910e-08 zeta_dominance 6.160e-06 -9.661e-09 tau_quality_1 2.796e-06 -3.274e-08 tau_quality_2 7.808e-07 -1.763e-08 tau_quality_3 -4.673e-06 1.547e-08 tau_quality_4 -6.360e-06 2.747e-08 tau_ingredients_1 8.591e-06 -1.497e-08 tau_ingredients_2 2.161e-06 -6.538e-09 tau_ingredients_3 -9.281e-06 9.077e-09 tau_ingredients_4 -1.336e-05 1.535e-08 tau_patent_1 1.244e-05 -2.267e-08 tau_patent_2 7.315e-06 -1.125e-08 tau_patent_3 -4.200e-06 1.214e-08 tau_patent_4 -9.484e-06 2.173e-08 tau_dominance_1 3.670e-06 -7.205e-09 tau_dominance_2 2.782e-06 -5.923e-09 tau_dominance_3 -5.090e-07 -1.999e-09 tau_dominance_4 -1.613e-06 -5.340e-10 b_price gamma_LV_reg_user mu_brand_Artemis -4.2744e-04 -0.001094 sig_brand_Artemis -2.067e-05 6.452e-05 gamma_Artemis_reg_user -4.253e-06 -0.003971 gamma_Artemis_university -1.069e-05 -7.2865e-04 gamma_Artemis_age_50 8.001e-06 3.7048e-04 mu_brand_Novum -3.8266e-04 -0.001101 sig_brand_Novum -1.0872e-04 1.3386e-04 gamma_Novum_reg_user -2.827e-05 -0.003978 gamma_Novum_university -4.316e-06 -7.2312e-04 gamma_Novum_age_50 1.747e-05 3.7301e-04 b_brand_BestValue -6.670e-05 -6.519e-06 b_brand_Supermarket -9.491e-05 -1.409e-05 b_country_CH -9.161e-05 -4.960e-06 b_country_DK -3.418e-05 -5.308e-06 b_country_IND 2.442e-05 8.318e-06 b_country_RUS 5.033e-05 1.651e-05 b_country_BRA 7.528e-05 8.421e-06 b_char_fast -7.743e-05 -1.107e-05 b_char_double -1.2268e-04 -1.125e-05 b_risk 1.288e-07 2.701e-08 b_price 3.3403e-04 1.346e-06 gamma_LV_reg_user 1.346e-06 0.010997 gamma_LV_university 6.301e-08 0.001465 gamma_LV_age_50 -1.045e-06 -4.4569e-04 lambda -4.284e-05 9.621e-05 zeta_quality -1.015e-06 0.002540 zeta_ingredient -6.969e-06 -0.002013 zeta_patent 2.436e-07 0.002313 zeta_dominance 9.258e-07 -0.001202 tau_quality_1 1.998e-06 0.002620 tau_quality_2 1.786e-06 0.002922 tau_quality_3 8.444e-07 0.003631 tau_quality_4 2.255e-08 0.003951 tau_ingredients_1 -2.449e-06 -0.003440 tau_ingredients_2 -4.331e-07 -0.003214 tau_ingredients_3 4.196e-06 -0.002793 tau_ingredients_4 6.122e-06 -0.002638 tau_patent_1 8.529e-07 0.003336 tau_patent_2 9.733e-07 0.003482 tau_patent_3 8.345e-07 0.003894 tau_patent_4 7.240e-07 0.004129 tau_dominance_1 -2.281e-07 -0.002538 tau_dominance_2 -7.346e-07 -0.002497 tau_dominance_3 -1.421e-06 -0.002422 tau_dominance_4 -1.684e-06 -0.002399 gamma_LV_university gamma_LV_age_50 mu_brand_Artemis -0.001101 -0.001067 sig_brand_Artemis 7.658e-05 2.1815e-04 gamma_Artemis_reg_user -7.2786e-04 3.8471e-04 gamma_Artemis_university -0.003086 2.1069e-04 gamma_Artemis_age_50 2.0200e-04 -0.002988 mu_brand_Novum -0.001105 -0.001065 sig_brand_Novum 8.315e-05 -6.736e-05 gamma_Novum_reg_user -7.2978e-04 3.8802e-04 gamma_Novum_university -0.003084 2.1005e-04 gamma_Novum_age_50 2.0174e-04 -0.002990 b_brand_BestValue -3.849e-06 3.414e-06 b_brand_Supermarket -5.186e-06 4.539e-06 b_country_CH -2.423e-06 2.361e-06 b_country_DK -3.194e-06 2.659e-06 b_country_IND 2.283e-06 -5.340e-06 b_country_RUS 9.773e-06 -6.407e-06 b_country_BRA 4.177e-06 -9.775e-07 b_char_fast -5.915e-06 7.078e-06 b_char_double -5.865e-06 6.328e-06 b_risk 1.384e-08 -1.276e-08 b_price 6.301e-08 -1.045e-06 gamma_LV_reg_user 0.001465 -4.4569e-04 gamma_LV_university 0.009232 -2.8004e-04 gamma_LV_age_50 -2.8004e-04 0.009069 lambda 5.460e-05 -2.512e-05 zeta_quality 0.001233 -9.3682e-04 zeta_ingredient -0.001016 0.001081 zeta_patent 0.001089 -0.001390 zeta_dominance -0.001165 3.3670e-04 tau_quality_1 0.003247 0.003588 tau_quality_2 0.003333 0.003511 tau_quality_3 0.003563 0.003344 tau_quality_4 0.003710 0.003285 tau_ingredients_1 -0.003321 -0.002951 tau_ingredients_2 -0.003219 -0.003082 tau_ingredients_3 -0.003064 -0.003319 tau_ingredients_4 -0.003020 -0.003451 tau_patent_1 0.003777 0.004375 tau_patent_2 0.003831 0.004172 tau_patent_3 0.004000 0.003825 tau_patent_4 0.004031 0.003636 tau_dominance_1 -0.002638 -0.002438 tau_dominance_2 -0.002508 -0.002414 tau_dominance_3 -0.002144 -0.002308 tau_dominance_4 -0.001985 -0.002251 lambda zeta_quality mu_brand_Artemis 2.7315e-04 -4.530e-05 sig_brand_Artemis -6.465e-05 -1.5822e-04 gamma_Artemis_reg_user 0.001060 -0.001497 gamma_Artemis_university 5.9789e-04 -7.2688e-04 gamma_Artemis_age_50 -4.7911e-04 5.5841e-04 mu_brand_Novum 2.6924e-04 -5.345e-05 sig_brand_Novum -1.2311e-04 1.6378e-04 gamma_Novum_reg_user 0.001077 -0.001518 gamma_Novum_university 5.9796e-04 -7.1301e-04 gamma_Novum_age_50 -4.8504e-04 5.5451e-04 b_brand_BestValue 5.911e-05 6.407e-07 b_brand_Supermarket 9.635e-05 -3.055e-05 b_country_CH 5.271e-05 1.036e-06 b_country_DK 1.652e-05 -8.929e-06 b_country_IND 5.616e-06 1.926e-05 b_country_RUS -9.997e-05 2.466e-05 b_country_BRA -5.295e-05 2.684e-05 b_char_fast 6.513e-05 -1.070e-05 b_char_double 8.538e-05 -8.775e-06 b_risk -1.068e-07 5.093e-08 b_price -4.284e-05 -1.015e-06 gamma_LV_reg_user 9.621e-05 0.002540 gamma_LV_university 5.460e-05 0.001233 gamma_LV_age_50 -2.512e-05 -9.3682e-04 lambda 0.001303 3.767e-05 zeta_quality 3.767e-05 0.007656 zeta_ingredient 1.988e-05 -0.001044 zeta_patent 8.174e-06 8.4006e-04 zeta_dominance -1.0537e-04 -5.4216e-04 tau_quality_1 1.3199e-04 -0.005105 tau_quality_2 5.231e-05 -0.003364 tau_quality_3 -9.872e-05 0.001199 tau_quality_4 -1.4051e-04 0.002934 tau_ingredients_1 1.2194e-04 -6.3879e-04 tau_ingredients_2 5.880e-05 -5.4988e-04 tau_ingredients_3 -1.0011e-04 -4.1187e-04 tau_ingredients_4 -1.7509e-04 -3.7358e-04 tau_patent_1 2.0599e-04 8.5142e-04 tau_patent_2 9.772e-05 7.6946e-04 tau_patent_3 -9.218e-05 6.4882e-04 tau_patent_4 -1.5950e-04 5.9772e-04 tau_dominance_1 5.236e-05 -4.1504e-04 tau_dominance_2 4.577e-05 -4.3214e-04 tau_dominance_3 2.891e-06 -5.2369e-04 tau_dominance_4 -2.381e-05 -5.6152e-04 zeta_ingredient zeta_patent mu_brand_Artemis 8.085e-05 -4.375e-05 sig_brand_Artemis -5.380e-05 2.759e-05 gamma_Artemis_reg_user 0.001236 -0.001388 gamma_Artemis_university 6.0838e-04 -6.6190e-04 gamma_Artemis_age_50 -6.6399e-04 8.3581e-04 mu_brand_Novum 8.312e-05 -5.998e-05 sig_brand_Novum -1.9540e-04 2.2500e-04 gamma_Novum_reg_user 0.001240 -0.001383 gamma_Novum_university 6.0983e-04 -6.6313e-04 gamma_Novum_age_50 -6.6157e-04 8.5218e-04 b_brand_BestValue 1.316e-05 -7.737e-06 b_brand_Supermarket 3.447e-05 1.036e-05 b_country_CH 1.011e-05 -8.495e-06 b_country_DK -1.014e-06 -1.310e-05 b_country_IND 1.038e-05 3.189e-05 b_country_RUS -2.345e-05 1.101e-05 b_country_BRA -7.546e-07 -1.229e-05 b_char_fast 2.106e-05 -2.418e-05 b_char_double 1.895e-05 -1.818e-05 b_risk -3.018e-08 3.910e-08 b_price -6.969e-06 2.436e-07 gamma_LV_reg_user -0.002013 0.002313 gamma_LV_university -0.001016 0.001089 gamma_LV_age_50 0.001081 -0.001390 lambda 1.988e-05 8.174e-06 zeta_quality -0.001044 8.4006e-04 zeta_ingredient 0.006703 -9.6835e-04 zeta_patent -9.6835e-04 0.008805 zeta_dominance 5.4560e-04 -3.7198e-04 tau_quality_1 -1.3891e-04 4.6214e-04 tau_quality_2 -2.2189e-04 4.5149e-04 tau_quality_3 -3.9076e-04 3.2561e-04 tau_quality_4 -4.5608e-04 2.5665e-04 tau_ingredients_1 0.001898 -2.9391e-04 tau_ingredients_2 3.9538e-04 -2.4062e-04 tau_ingredients_3 -0.002992 -1.9960e-04 tau_ingredients_4 -0.004511 -1.9624e-04 tau_patent_1 -3.3427e-04 -0.006617 tau_patent_2 -3.2954e-04 -0.004169 tau_patent_3 -3.4051e-04 7.5565e-04 tau_patent_4 -3.7599e-04 0.002668 tau_dominance_1 2.4820e-04 -1.3423e-04 tau_dominance_2 2.6042e-04 -2.1593e-04 tau_dominance_3 2.6639e-04 -4.2058e-04 tau_dominance_4 2.6831e-04 -4.9263e-04 zeta_dominance tau_quality_1 mu_brand_Artemis 2.653e-06 -0.001738 sig_brand_Artemis -1.5681e-04 3.1345e-04 gamma_Artemis_reg_user 6.3267e-04 -5.0618e-04 gamma_Artemis_university 6.5854e-04 -9.1049e-04 gamma_Artemis_age_50 -1.5287e-04 -0.001236 mu_brand_Novum 2.924e-06 -0.001733 sig_brand_Novum -9.320e-05 -8.283e-05 gamma_Novum_reg_user 6.4357e-04 -4.8939e-04 gamma_Novum_university 6.5948e-04 -9.2122e-04 gamma_Novum_age_50 -1.4921e-04 -0.001232 b_brand_BestValue 5.742e-06 -2.862e-06 b_brand_Supermarket -1.949e-06 2.508e-05 b_country_CH 3.354e-06 -3.731e-06 b_country_DK 3.896e-06 6.097e-06 b_country_IND -2.085e-06 -1.644e-05 b_country_RUS -1.524e-05 -1.510e-05 b_country_BRA -1.501e-05 -2.324e-05 b_char_fast 2.871e-07 4.052e-06 b_char_double 6.160e-06 2.796e-06 b_risk -9.661e-09 -3.274e-08 b_price 9.258e-07 1.998e-06 gamma_LV_reg_user -0.001202 0.002620 gamma_LV_university -0.001165 0.003247 gamma_LV_age_50 3.3670e-04 0.003588 lambda -1.0537e-04 1.3199e-04 zeta_quality -5.4216e-04 -0.005105 zeta_ingredient 5.4560e-04 -1.3891e-04 zeta_patent -3.7198e-04 4.6214e-04 zeta_dominance 0.005231 -5.2985e-04 tau_quality_1 -5.2985e-04 0.015655 tau_quality_2 -5.2560e-04 0.011157 tau_quality_3 -4.9746e-04 0.005149 tau_quality_4 -4.9286e-04 0.003510 tau_ingredients_1 4.7772e-04 -0.003954 tau_ingredients_2 4.6874e-04 -0.003939 tau_ingredients_3 4.2807e-04 -0.003904 tau_ingredients_4 4.2172e-04 -0.003900 tau_patent_1 -7.7507e-04 0.004518 tau_patent_2 -6.7739e-04 0.004624 tau_patent_3 -5.2101e-04 0.004882 tau_patent_4 -4.5187e-04 0.004987 tau_dominance_1 0.001129 -0.003163 tau_dominance_2 2.1721e-04 -0.003067 tau_dominance_3 -0.002596 -0.002761 tau_dominance_4 -0.003729 -0.002628 tau_quality_2 tau_quality_3 mu_brand_Artemis -0.001756 -0.001779 sig_brand_Artemis 2.6292e-04 1.5174e-04 gamma_Artemis_reg_user -7.5473e-04 -0.001316 gamma_Artemis_university -9.9944e-04 -0.001215 gamma_Artemis_age_50 -0.001158 -9.9304e-04 mu_brand_Novum -0.001753 -0.001782 sig_brand_Novum -3.809e-05 5.421e-05 gamma_Novum_reg_user -7.4414e-04 -0.001319 gamma_Novum_university -0.001006 -0.001212 gamma_Novum_age_50 -0.001156 -9.9257e-04 b_brand_BestValue -3.455e-06 -3.725e-06 b_brand_Supermarket 1.589e-05 -7.515e-06 b_country_CH -3.675e-06 -2.048e-06 b_country_DK 3.715e-06 -2.787e-06 b_country_IND -1.043e-05 2.656e-06 b_country_RUS -8.319e-06 7.767e-06 b_country_BRA -1.660e-05 4.806e-06 b_char_fast 6.622e-07 -6.077e-06 b_char_double 7.808e-07 -4.673e-06 b_risk -1.763e-08 1.547e-08 b_price 1.786e-06 8.444e-07 gamma_LV_reg_user 0.002922 0.003631 gamma_LV_university 0.003333 0.003563 gamma_LV_age_50 0.003511 0.003344 lambda 5.231e-05 -9.872e-05 zeta_quality -0.003364 0.001199 zeta_ingredient -2.2189e-04 -3.9076e-04 zeta_patent 4.5149e-04 3.2561e-04 zeta_dominance -5.2560e-04 -4.9746e-04 tau_quality_1 0.011157 0.005149 tau_quality_2 0.011723 0.005924 tau_quality_3 0.005924 0.011268 tau_quality_4 0.004574 0.009949 tau_ingredients_1 -0.004033 -0.004242 tau_ingredients_2 -0.004011 -0.004190 tau_ingredients_3 -0.003957 -0.004100 tau_ingredients_4 -0.003947 -0.004091 tau_patent_1 0.004679 0.005164 tau_patent_2 0.004762 0.005141 tau_patent_3 0.004969 0.005177 tau_patent_4 0.005045 0.005176 tau_dominance_1 -0.003208 -0.003329 tau_dominance_2 -0.003125 -0.003271 tau_dominance_3 -0.002857 -0.003097 tau_dominance_4 -0.002736 -0.003019 tau_quality_4 tau_ingredients_1 mu_brand_Artemis -0.001781 0.001632 sig_brand_Artemis 1.2409e-04 -1.9524e-04 gamma_Artemis_reg_user -0.001551 0.001313 gamma_Artemis_university -0.001328 0.001167 gamma_Artemis_age_50 -9.3360e-04 8.2778e-04 mu_brand_Novum -0.001787 0.001637 sig_brand_Novum 9.064e-05 -8.408e-05 gamma_Novum_reg_user -0.001560 0.001315 gamma_Novum_university -0.001321 0.001165 gamma_Novum_age_50 -9.3353e-04 8.2678e-04 b_brand_BestValue -2.495e-06 6.826e-06 b_brand_Supermarket -1.599e-05 1.385e-05 b_country_CH -7.755e-07 4.886e-06 b_country_DK -4.891e-06 2.326e-07 b_country_IND 7.540e-06 3.728e-06 b_country_RUS 1.375e-05 -1.147e-05 b_country_BRA 1.406e-05 -8.805e-07 b_char_fast -7.497e-06 8.850e-06 b_char_double -6.360e-06 8.591e-06 b_risk 2.747e-08 -1.497e-08 b_price 2.255e-08 -2.449e-06 gamma_LV_reg_user 0.003951 -0.003440 gamma_LV_university 0.003710 -0.003321 gamma_LV_age_50 0.003285 -0.002951 lambda -1.4051e-04 1.2194e-04 zeta_quality 0.002934 -6.3879e-04 zeta_ingredient -4.5608e-04 0.001898 zeta_patent 2.5665e-04 -2.9391e-04 zeta_dominance -4.9286e-04 4.7772e-04 tau_quality_1 0.003510 -0.003954 tau_quality_2 0.004574 -0.004033 tau_quality_3 0.009949 -0.004242 tau_quality_4 0.017810 -0.004359 tau_ingredients_1 -0.004359 0.015233 tau_ingredients_2 -0.004290 0.008545 tau_ingredients_3 -0.004191 0.004427 tau_ingredients_4 -0.004191 0.003582 tau_patent_1 0.005426 -0.004779 tau_patent_2 0.005342 -0.004729 tau_patent_3 0.005285 -0.004720 tau_patent_4 0.005250 -0.004717 tau_dominance_1 -0.003405 0.003053 tau_dominance_2 -0.003351 0.002997 tau_dominance_3 -0.003214 0.002835 tau_dominance_4 -0.003156 0.002766 tau_ingredients_2 tau_ingredients_3 mu_brand_Artemis 0.001619 0.001572 sig_brand_Artemis -1.7074e-04 -1.2755e-04 gamma_Artemis_reg_user 0.001114 7.1420e-04 gamma_Artemis_university 0.001074 9.0813e-04 gamma_Artemis_age_50 9.3546e-04 0.001146 mu_brand_Novum 0.001622 0.001575 sig_brand_Novum -3.288e-05 6.911e-05 gamma_Novum_reg_user 0.001114 7.1275e-04 gamma_Novum_university 0.001072 9.0443e-04 gamma_Novum_age_50 9.3333e-04 0.001141 b_brand_BestValue 2.381e-06 -7.478e-06 b_brand_Supermarket 4.221e-06 -1.743e-05 b_country_CH 1.684e-06 -4.562e-06 b_country_DK 4.462e-07 1.824e-06 b_country_IND -3.481e-07 -7.832e-06 b_country_RUS -4.784e-06 8.544e-06 b_country_BRA 1.422e-07 -1.183e-06 b_char_fast 2.505e-06 -9.811e-06 b_char_double 2.161e-06 -9.281e-06 b_risk -6.538e-09 9.077e-09 b_price -4.331e-07 4.196e-06 gamma_LV_reg_user -0.003214 -0.002793 gamma_LV_university -0.003219 -0.003064 gamma_LV_age_50 -0.003082 -0.003319 lambda 5.880e-05 -1.0011e-04 zeta_quality -5.4988e-04 -4.1187e-04 zeta_ingredient 3.9538e-04 -0.002992 zeta_patent -2.4062e-04 -1.9960e-04 zeta_dominance 4.6874e-04 4.2807e-04 tau_quality_1 -0.003939 -0.003904 tau_quality_2 -0.004011 -0.003957 tau_quality_3 -0.004190 -0.004100 tau_quality_4 -0.004290 -0.004191 tau_ingredients_1 0.008545 0.004427 tau_ingredients_2 0.009950 0.005700 tau_ingredients_3 0.005700 0.010449 tau_ingredients_4 0.005076 0.009835 tau_patent_1 -0.004718 -0.004566 tau_patent_2 -0.004684 -0.004570 tau_patent_3 -0.004688 -0.004629 tau_patent_4 -0.004676 -0.004628 tau_dominance_1 0.003022 0.002972 tau_dominance_2 0.002959 0.002899 tau_dominance_3 0.002784 0.002712 tau_dominance_4 0.002706 0.002627 tau_ingredients_4 tau_patent_1 mu_brand_Artemis 0.001546 -0.001961 sig_brand_Artemis -1.0662e-04 1.5949e-04 gamma_Artemis_reg_user 5.5628e-04 -7.4761e-04 gamma_Artemis_university 8.5174e-04 -0.001056 gamma_Artemis_age_50 0.001255 -0.001607 mu_brand_Novum 0.001548 -0.001949 sig_brand_Novum 1.1604e-04 -1.4692e-04 gamma_Novum_reg_user 5.5462e-04 -7.5529e-04 gamma_Novum_university 8.4716e-04 -0.001053 gamma_Novum_age_50 0.001250 -0.001622 b_brand_BestValue -1.054e-05 5.029e-06 b_brand_Supermarket -2.709e-05 -1.759e-05 b_country_CH -6.754e-06 3.972e-06 b_country_DK 2.923e-06 1.076e-05 b_country_IND -1.172e-05 -2.895e-05 b_country_RUS 1.389e-05 7.806e-07 b_country_BRA -2.507e-06 1.864e-05 b_char_fast -1.480e-05 1.817e-05 b_char_double -1.336e-05 1.244e-05 b_risk 1.535e-08 -2.267e-08 b_price 6.122e-06 8.529e-07 gamma_LV_reg_user -0.002638 0.003336 gamma_LV_university -0.003020 0.003777 gamma_LV_age_50 -0.003451 0.004375 lambda -1.7509e-04 2.0599e-04 zeta_quality -3.7358e-04 8.5142e-04 zeta_ingredient -0.004511 -3.3427e-04 zeta_patent -1.9624e-04 -0.006617 zeta_dominance 4.2172e-04 -7.7507e-04 tau_quality_1 -0.003900 0.004518 tau_quality_2 -0.003947 0.004679 tau_quality_3 -0.004091 0.005164 tau_quality_4 -0.004191 0.005426 tau_ingredients_1 0.003582 -0.004779 tau_ingredients_2 0.005076 -0.004718 tau_ingredients_3 0.009835 -0.004566 tau_ingredients_4 0.014278 -0.004516 tau_patent_1 -0.004516 0.019217 tau_patent_2 -0.004536 0.013265 tau_patent_3 -0.004635 0.006698 tau_patent_4 -0.004648 0.004691 tau_dominance_1 0.002976 -0.003811 tau_dominance_2 0.002894 -0.003648 tau_dominance_3 0.002695 -0.003224 tau_dominance_4 0.002607 -0.003054 tau_patent_2 tau_patent_3 mu_brand_Artemis -0.001980 -0.001999 sig_brand_Artemis 1.8402e-04 2.1199e-04 gamma_Artemis_reg_user -9.2550e-04 -0.001344 gamma_Artemis_university -0.001142 -0.001352 gamma_Artemis_age_50 -0.001444 -0.001159 mu_brand_Novum -0.001974 -0.002005 sig_brand_Novum -6.855e-05 6.514e-05 gamma_Novum_reg_user -9.3055e-04 -0.001345 gamma_Novum_university -0.001141 -0.001350 gamma_Novum_age_50 -0.001453 -0.001157 b_brand_BestValue 2.423e-06 -4.016e-06 b_brand_Supermarket -1.119e-05 -4.091e-06 b_country_CH 1.495e-06 -2.896e-06 b_country_DK 5.979e-06 -3.042e-06 b_country_IND -1.697e-05 4.952e-06 b_country_RUS 2.933e-06 7.465e-06 b_country_BRA 1.245e-05 1.500e-06 b_char_fast 1.088e-05 -4.655e-06 b_char_double 7.315e-06 -4.200e-06 b_risk -1.125e-08 1.214e-08 b_price 9.733e-07 8.345e-07 gamma_LV_reg_user 0.003482 0.003894 gamma_LV_university 0.003831 0.004000 gamma_LV_age_50 0.004172 0.003825 lambda 9.772e-05 -9.218e-05 zeta_quality 7.6946e-04 6.4882e-04 zeta_ingredient -3.2954e-04 -3.4051e-04 zeta_patent -0.004169 7.5565e-04 zeta_dominance -6.7739e-04 -5.2101e-04 tau_quality_1 0.004624 0.004882 tau_quality_2 0.004762 0.004969 tau_quality_3 0.005141 0.005177 tau_quality_4 0.005342 0.005285 tau_ingredients_1 -0.004729 -0.004720 tau_ingredients_2 -0.004684 -0.004688 tau_ingredients_3 -0.004570 -0.004629 tau_ingredients_4 -0.004536 -0.004635 tau_patent_1 0.013265 0.006698 tau_patent_2 0.013637 0.007519 tau_patent_3 0.007519 0.012190 tau_patent_4 0.005916 0.010765 tau_dominance_1 -0.003756 -0.003720 tau_dominance_2 -0.003632 -0.003660 tau_dominance_3 -0.003295 -0.003473 tau_dominance_4 -0.003152 -0.003385 tau_patent_4 tau_dominance_1 mu_brand_Artemis -0.002002 0.001251 sig_brand_Artemis 2.2087e-04 -1.8202e-04 gamma_Artemis_reg_user -0.001551 8.9815e-04 gamma_Artemis_university -0.001413 9.2382e-04 gamma_Artemis_age_50 -0.001016 7.5211e-04 mu_brand_Novum -0.002012 0.001254 sig_brand_Novum 1.1023e-04 -4.162e-05 gamma_Novum_reg_user -0.001551 9.0098e-04 gamma_Novum_university -0.001410 9.2169e-04 gamma_Novum_age_50 -0.001010 7.5196e-04 b_brand_BestValue -6.112e-06 3.309e-06 b_brand_Supermarket -1.975e-06 2.570e-06 b_country_CH -4.989e-06 2.056e-06 b_country_DK -6.293e-06 1.965e-06 b_country_IND 1.223e-05 3.527e-07 b_country_RUS 9.608e-06 -7.281e-06 b_country_BRA -1.960e-06 -5.562e-06 b_char_fast -1.135e-05 1.986e-06 b_char_double -9.484e-06 3.670e-06 b_risk 2.173e-08 -7.205e-09 b_price 7.240e-07 -2.281e-07 gamma_LV_reg_user 0.004129 -0.002538 gamma_LV_university 0.004031 -0.002638 gamma_LV_age_50 0.003636 -0.002438 lambda -1.5950e-04 5.236e-05 zeta_quality 5.9772e-04 -4.1504e-04 zeta_ingredient -3.7599e-04 2.4820e-04 zeta_patent 0.002668 -1.3423e-04 zeta_dominance -4.5187e-04 0.001129 tau_quality_1 0.004987 -0.003163 tau_quality_2 0.005045 -0.003208 tau_quality_3 0.005176 -0.003329 tau_quality_4 0.005250 -0.003405 tau_ingredients_1 -0.004717 0.003053 tau_ingredients_2 -0.004676 0.003022 tau_ingredients_3 -0.004628 0.002972 tau_ingredients_4 -0.004648 0.002976 tau_patent_1 0.004691 -0.003811 tau_patent_2 0.005916 -0.003756 tau_patent_3 0.010765 -0.003720 tau_patent_4 0.016233 -0.003696 tau_dominance_1 -0.003696 0.014609 tau_dominance_2 -0.003661 0.007277 tau_dominance_3 -0.003543 0.003162 tau_dominance_4 -0.003485 0.002537 tau_dominance_2 tau_dominance_3 mu_brand_Artemis 0.001256 0.001259 sig_brand_Artemis -1.2609e-04 -1.169e-05 gamma_Artemis_reg_user 8.6429e-04 7.8188e-04 gamma_Artemis_university 8.3858e-04 5.9099e-04 gamma_Artemis_age_50 7.4057e-04 6.8689e-04 mu_brand_Novum 0.001259 0.001262 sig_brand_Novum -3.105e-05 1.929e-05 gamma_Novum_reg_user 8.6532e-04 7.7652e-04 gamma_Novum_university 8.3620e-04 5.8858e-04 gamma_Novum_age_50 7.3968e-04 6.8398e-04 b_brand_BestValue 2.269e-06 -2.218e-06 b_brand_Supermarket 3.977e-06 5.862e-06 b_country_CH 1.691e-06 -3.332e-07 b_country_DK 1.655e-06 -1.078e-06 b_country_IND 1.422e-08 -5.740e-07 b_country_RUS -4.689e-06 3.392e-06 b_country_BRA -1.753e-06 7.057e-06 b_char_fast 2.265e-06 2.388e-06 b_char_double 2.782e-06 -5.090e-07 b_risk -5.923e-09 -1.999e-09 b_price -7.346e-07 -1.421e-06 gamma_LV_reg_user -0.002497 -0.002422 gamma_LV_university -0.002508 -0.002144 gamma_LV_age_50 -0.002414 -0.002308 lambda 4.577e-05 2.891e-06 zeta_quality -4.3214e-04 -5.2369e-04 zeta_ingredient 2.6042e-04 2.6639e-04 zeta_patent -2.1593e-04 -4.2058e-04 zeta_dominance 2.1721e-04 -0.002596 tau_quality_1 -0.003067 -0.002761 tau_quality_2 -0.003125 -0.002857 tau_quality_3 -0.003271 -0.003097 tau_quality_4 -0.003351 -0.003214 tau_ingredients_1 0.002997 0.002835 tau_ingredients_2 0.002959 0.002784 tau_ingredients_3 0.002899 0.002712 tau_ingredients_4 0.002894 0.002695 tau_patent_1 -0.003648 -0.003224 tau_patent_2 -0.003632 -0.003295 tau_patent_3 -0.003660 -0.003473 tau_patent_4 -0.003661 -0.003543 tau_dominance_1 0.007277 0.003162 tau_dominance_2 0.008496 0.004040 tau_dominance_3 0.004040 0.008863 tau_dominance_4 0.003526 0.008161 tau_dominance_4 mu_brand_Artemis 0.001257 sig_brand_Artemis 3.910e-05 gamma_Artemis_reg_user 7.4712e-04 gamma_Artemis_university 4.8093e-04 gamma_Artemis_age_50 6.5829e-04 mu_brand_Novum 0.001259 sig_brand_Novum 4.551e-05 gamma_Novum_reg_user 7.3844e-04 gamma_Novum_university 4.7840e-04 gamma_Novum_age_50 6.5459e-04 b_brand_BestValue -3.482e-06 b_brand_Supermarket 6.948e-06 b_country_CH -1.328e-06 b_country_DK -2.399e-06 b_country_IND 6.646e-07 b_country_RUS 7.147e-06 b_country_BRA 1.055e-05 b_char_fast 3.124e-06 b_char_double -1.613e-06 b_risk -5.340e-10 b_price -1.684e-06 gamma_LV_reg_user -0.002399 gamma_LV_university -0.001985 gamma_LV_age_50 -0.002251 lambda -2.381e-05 zeta_quality -5.6152e-04 zeta_ingredient 2.6831e-04 zeta_patent -4.9263e-04 zeta_dominance -0.003729 tau_quality_1 -0.002628 tau_quality_2 -0.002736 tau_quality_3 -0.003019 tau_quality_4 -0.003156 tau_ingredients_1 0.002766 tau_ingredients_2 0.002706 tau_ingredients_3 0.002627 tau_ingredients_4 0.002607 tau_patent_1 -0.003054 tau_patent_2 -0.003152 tau_patent_3 -0.003385 tau_patent_4 -0.003485 tau_dominance_1 0.002537 tau_dominance_2 0.003526 tau_dominance_3 0.008161 tau_dominance_4 0.013401 Robust covariance matrix: mu_brand_Artemis sig_brand_Artemis mu_brand_Artemis 0.006656 -1.2082e-04 sig_brand_Artemis -1.2082e-04 0.001557 gamma_Artemis_reg_user -0.001271 -4.210e-05 gamma_Artemis_university -0.001545 -1.9830e-04 gamma_Artemis_age_50 -0.001076 -3.197e-05 mu_brand_Novum 0.005497 -1.5798e-04 sig_brand_Novum 7.680e-05 -7.908e-06 gamma_Novum_reg_user -6.3231e-04 7.009e-05 gamma_Novum_university -5.8503e-04 -1.1571e-04 gamma_Novum_age_50 -5.0894e-04 1.1004e-04 b_brand_BestValue 0.001630 -3.348e-05 b_brand_Supermarket 0.001343 3.197e-05 b_country_CH -4.1600e-04 -3.470e-05 b_country_DK -4.5412e-04 2.170e-05 b_country_IND 0.001503 -5.665e-05 b_country_RUS 0.001420 -1.5971e-04 b_country_BRA 0.001339 -1.1216e-04 b_char_fast 8.548e-05 -2.422e-05 b_char_double -2.1834e-04 -1.130e-05 b_risk 2.142e-07 -7.972e-08 b_price -4.1396e-04 1.776e-06 gamma_LV_reg_user -0.001135 -3.2240e-04 gamma_LV_university -9.3476e-04 1.1767e-04 gamma_LV_age_50 -0.001539 4.0261e-04 lambda 1.1437e-04 -1.1522e-04 zeta_quality -2.549e-05 -3.4923e-04 zeta_ingredient -4.7199e-04 -2.898e-05 zeta_patent -2.1375e-04 -5.737e-05 zeta_dominance 4.249e-05 -4.4701e-04 tau_quality_1 -0.001923 3.4749e-04 tau_quality_2 -0.001699 2.2033e-04 tau_quality_3 -0.002004 1.0109e-04 tau_quality_4 -0.002022 2.425e-05 tau_ingredients_1 0.001656 -1.2953e-04 tau_ingredients_2 0.001643 -7.958e-05 tau_ingredients_3 0.001782 -2.671e-05 tau_ingredients_4 0.001922 2.337e-05 tau_patent_1 -0.001557 1.8307e-04 tau_patent_2 -0.001847 -5.659e-06 tau_patent_3 -0.001967 1.7391e-04 tau_patent_4 -0.002091 1.3355e-04 tau_dominance_1 0.001708 -1.0161e-04 tau_dominance_2 0.001571 -1.3463e-04 tau_dominance_3 0.001805 2.6677e-04 tau_dominance_4 0.001428 4.1506e-04 gamma_Artemis_reg_user gamma_Artemis_university mu_brand_Artemis -0.001271 -0.001545 sig_brand_Artemis -4.210e-05 -1.9830e-04 gamma_Artemis_reg_user 0.007141 9.5163e-04 gamma_Artemis_university 9.5163e-04 0.005431 gamma_Artemis_age_50 -8.9849e-04 -3.9872e-04 mu_brand_Novum -6.4095e-04 -8.8965e-04 sig_brand_Novum -3.5226e-04 -1.8971e-04 gamma_Novum_reg_user 0.005168 8.4094e-04 gamma_Novum_university 0.001031 0.003716 gamma_Novum_age_50 -8.9336e-04 -4.1189e-04 b_brand_BestValue -1.2767e-04 -1.3452e-04 b_brand_Supermarket 2.6046e-04 3.394e-05 b_country_CH -4.534e-05 1.7787e-04 b_country_DK -1.4711e-04 1.2253e-04 b_country_IND -1.9163e-04 -1.1148e-04 b_country_RUS -7.167e-05 -1.9040e-04 b_country_BRA -1.4222e-04 -3.369e-05 b_char_fast 6.966e-06 6.240e-05 b_char_double 1.5369e-04 4.201e-05 b_risk -1.396e-07 -1.017e-07 b_price 7.995e-05 2.222e-05 gamma_LV_reg_user -0.004094 -3.4354e-04 gamma_LV_university -3.8116e-04 -0.002938 gamma_LV_age_50 5.5827e-04 2.4878e-04 lambda 0.001202 5.8858e-04 zeta_quality -0.001885 -6.4688e-04 zeta_ingredient 0.001607 3.0688e-04 zeta_patent -0.001448 -3.9130e-04 zeta_dominance 3.1222e-04 8.2101e-04 tau_quality_1 9.115e-05 -0.001159 tau_quality_2 -6.4598e-04 -9.6202e-04 tau_quality_3 -0.001173 -0.001029 tau_quality_4 -0.001669 -5.4743e-04 tau_ingredients_1 8.7636e-04 9.4692e-04 tau_ingredients_2 9.5865e-04 8.8416e-04 tau_ingredients_3 6.5884e-04 0.001004 tau_ingredients_4 4.2392e-04 0.001220 tau_patent_1 -4.1973e-04 -9.6205e-04 tau_patent_2 -8.5759e-04 -0.001058 tau_patent_3 -0.001209 -0.001495 tau_patent_4 -0.001295 -0.001759 tau_dominance_1 7.6641e-04 7.3863e-04 tau_dominance_2 6.6376e-04 7.1711e-04 tau_dominance_3 6.6561e-04 3.7349e-04 tau_dominance_4 0.001012 3.3939e-04 gamma_Artemis_age_50 mu_brand_Novum mu_brand_Artemis -0.001076 0.005497 sig_brand_Artemis -3.197e-05 -1.5798e-04 gamma_Artemis_reg_user -8.9849e-04 -6.4095e-04 gamma_Artemis_university -3.9872e-04 -8.8965e-04 gamma_Artemis_age_50 0.005531 -5.3118e-04 mu_brand_Novum -5.3118e-04 0.006967 sig_brand_Novum 1.7799e-04 -1.2471e-04 gamma_Novum_reg_user -7.8684e-04 -0.001334 gamma_Novum_university -4.4046e-04 -0.001526 gamma_Novum_age_50 0.003696 -0.001500 b_brand_BestValue 1.4847e-04 0.001603 b_brand_Supermarket -1.0394e-04 0.001446 b_country_CH -1.3748e-04 -5.1584e-04 b_country_DK -2.555e-06 -4.4135e-04 b_country_IND 3.185e-05 0.001500 b_country_RUS 1.3749e-04 0.001392 b_country_BRA 1.4831e-04 0.001347 b_char_fast -9.014e-05 6.367e-05 b_char_double -1.2282e-04 -1.7838e-04 b_risk 2.347e-08 3.226e-07 b_price 6.726e-06 -3.3556e-04 gamma_LV_reg_user 3.4106e-04 -0.001094 gamma_LV_university 1.5321e-04 -8.9167e-04 gamma_LV_age_50 -0.003149 -0.001465 lambda -4.8835e-04 9.003e-05 zeta_quality 6.8164e-04 -7.481e-05 zeta_ingredient -7.5632e-04 -5.0454e-04 zeta_patent 9.8312e-04 -1.8516e-04 zeta_dominance 5.448e-05 -4.165e-05 tau_quality_1 -0.001415 -0.001785 tau_quality_2 -0.001282 -0.001651 tau_quality_3 -0.001005 -0.001853 tau_quality_4 -9.7362e-04 -0.001769 tau_ingredients_1 9.8599e-04 0.001613 tau_ingredients_2 0.001106 0.001302 tau_ingredients_3 0.001244 0.001712 tau_ingredients_4 0.001292 0.001809 tau_patent_1 -0.001584 -0.001579 tau_patent_2 -0.001540 -0.001842 tau_patent_3 -0.001096 -0.002143 tau_patent_4 -0.001033 -0.002217 tau_dominance_1 7.2767e-04 0.001497 tau_dominance_2 5.2801e-04 0.001407 tau_dominance_3 1.8981e-04 0.001720 tau_dominance_4 2.7243e-04 0.001481 sig_brand_Novum gamma_Novum_reg_user mu_brand_Artemis 7.680e-05 -6.3231e-04 sig_brand_Artemis -7.908e-06 7.009e-05 gamma_Artemis_reg_user -3.5226e-04 0.005168 gamma_Artemis_university -1.8971e-04 8.4094e-04 gamma_Artemis_age_50 1.7799e-04 -7.8684e-04 mu_brand_Novum -1.2471e-04 -0.001334 sig_brand_Novum 0.004130 -1.1093e-04 gamma_Novum_reg_user -1.1093e-04 0.007810 gamma_Novum_university -6.1733e-04 8.5924e-04 gamma_Novum_age_50 2.9652e-04 -0.001133 b_brand_BestValue 4.869e-05 -2.2111e-04 b_brand_Supermarket -1.1238e-04 2.4797e-04 b_country_CH 6.283e-05 1.0234e-04 b_country_DK -1.0684e-04 -4.563e-05 b_country_IND -1.795e-05 -1.1691e-04 b_country_RUS 2.247e-05 -1.7436e-04 b_country_BRA -3.318e-05 -7.298e-05 b_char_fast 1.2626e-04 9.735e-05 b_char_double 1.4942e-04 8.846e-05 b_risk -2.094e-07 -1.125e-07 b_price -9.079e-05 3.922e-05 gamma_LV_reg_user -1.2599e-04 -0.004429 gamma_LV_university 1.2095e-04 -3.6071e-04 gamma_LV_age_50 8.644e-06 5.6892e-04 lambda -1.1624e-04 0.001110 zeta_quality 5.269e-05 -0.001797 zeta_ingredient -2.380e-05 0.001675 zeta_patent 1.3955e-04 -0.001398 zeta_dominance 3.290e-05 3.4362e-04 tau_quality_1 -1.7241e-04 -1.4056e-04 tau_quality_2 5.900e-05 -6.3014e-04 tau_quality_3 3.551e-06 -0.001328 tau_quality_4 7.252e-05 -0.001869 tau_ingredients_1 4.1170e-04 0.001036 tau_ingredients_2 2.295e-05 0.001268 tau_ingredients_3 -1.4549e-04 6.6781e-04 tau_ingredients_4 2.698e-05 4.1557e-04 tau_patent_1 -8.489e-05 -2.1822e-04 tau_patent_2 3.874e-05 -7.3279e-04 tau_patent_3 3.1251e-04 -8.8601e-04 tau_patent_4 4.1467e-04 -0.001110 tau_dominance_1 -2.5944e-04 0.001187 tau_dominance_2 -1.1502e-04 7.7703e-04 tau_dominance_3 -1.0140e-04 8.0459e-04 tau_dominance_4 -9.657e-05 0.001138 gamma_Novum_university gamma_Novum_age_50 mu_brand_Artemis -5.8503e-04 -5.0894e-04 sig_brand_Artemis -1.1571e-04 1.1004e-04 gamma_Artemis_reg_user 0.001031 -8.9336e-04 gamma_Artemis_university 0.003716 -4.1189e-04 gamma_Artemis_age_50 -4.4046e-04 0.003696 mu_brand_Novum -0.001526 -0.001500 sig_brand_Novum -6.1733e-04 2.9652e-04 gamma_Novum_reg_user 8.5924e-04 -0.001133 gamma_Novum_university 0.006331 -3.5565e-04 gamma_Novum_age_50 -3.5565e-04 0.006151 b_brand_BestValue 3.517e-05 1.9811e-04 b_brand_Supermarket 8.128e-06 -1.854e-05 b_country_CH -1.692e-05 -1.4385e-04 b_country_DK 7.020e-07 -9.331e-05 b_country_IND -8.026e-05 -2.0265e-04 b_country_RUS -4.261e-05 2.041e-05 b_country_BRA 7.713e-05 4.131e-05 b_char_fast -1.879e-05 -1.8469e-04 b_char_double -2.649e-05 -1.5935e-04 b_risk -7.384e-09 3.302e-08 b_price 2.461e-06 -2.041e-05 gamma_LV_reg_user -4.3291e-04 5.2299e-04 gamma_LV_university -0.003267 3.2208e-04 gamma_LV_age_50 4.0676e-04 -0.003470 lambda 6.4620e-04 -4.9044e-04 zeta_quality -5.4326e-04 6.3508e-04 zeta_ingredient 5.4733e-04 -0.001021 zeta_patent -6.8840e-04 0.001377 zeta_dominance 8.4538e-04 2.725e-05 tau_quality_1 -0.001406 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b_brand_BestValue 0.003012 0.001610 b_brand_Supermarket 0.001610 0.002913 b_country_CH 7.679e-05 1.4239e-04 b_country_DK -2.902e-05 1.0366e-04 b_country_IND -2.1805e-04 -2.4653e-04 b_country_RUS -2.4535e-04 -1.9139e-04 b_country_BRA -1.1109e-04 -4.5981e-04 b_char_fast 5.451e-05 1.9359e-04 b_char_double 1.5360e-04 2.0480e-04 b_risk -2.767e-07 -3.709e-07 b_price -4.694e-05 -7.577e-05 gamma_LV_reg_user -1.862e-05 -1.2609e-04 gamma_LV_university 1.290e-05 -5.969e-05 gamma_LV_age_50 -2.3080e-04 5.078e-05 lambda -5.014e-05 1.1635e-04 zeta_quality 1.342e-05 -1.3962e-04 zeta_ingredient -3.0222e-04 -6.728e-06 zeta_patent -4.305e-05 -9.699e-05 zeta_dominance -5.695e-05 -7.395e-05 tau_quality_1 -2.3290e-04 1.0371e-04 tau_quality_2 -2.520e-05 5.363e-05 tau_quality_3 -2.2592e-04 -8.552e-05 tau_quality_4 -1.0820e-04 -1.3994e-04 tau_ingredients_1 1.3635e-04 8.829e-05 tau_ingredients_2 -1.0120e-04 -1.6945e-04 tau_ingredients_3 6.961e-05 -2.4081e-04 tau_ingredients_4 4.1888e-04 -5.584e-05 tau_patent_1 1.4837e-04 2.6596e-04 tau_patent_2 -1.712e-05 9.609e-05 tau_patent_3 -1.1812e-04 7.915e-05 tau_patent_4 -1.118e-06 1.1422e-04 tau_dominance_1 -4.149e-05 -4.2177e-04 tau_dominance_2 1.1140e-04 -2.4327e-04 tau_dominance_3 1.8008e-04 7.574e-05 tau_dominance_4 1.8874e-04 1.3733e-04 b_country_CH b_country_DK mu_brand_Artemis -4.1600e-04 -4.5412e-04 sig_brand_Artemis -3.470e-05 2.170e-05 gamma_Artemis_reg_user -4.534e-05 -1.4711e-04 gamma_Artemis_university 1.7787e-04 1.2253e-04 gamma_Artemis_age_50 -1.3748e-04 -2.555e-06 mu_brand_Novum -5.1584e-04 -4.4135e-04 sig_brand_Novum 6.283e-05 -1.0684e-04 gamma_Novum_reg_user 1.0234e-04 -4.563e-05 gamma_Novum_university -1.692e-05 7.020e-07 gamma_Novum_age_50 -1.4385e-04 -9.331e-05 b_brand_BestValue 7.679e-05 -2.902e-05 b_brand_Supermarket 1.4239e-04 1.0366e-04 b_country_CH 0.001529 6.9356e-04 b_country_DK 6.9356e-04 0.001425 b_country_IND -5.256e-05 5.391e-05 b_country_RUS -1.5092e-04 -1.652e-05 b_country_BRA -1.1489e-04 7.775e-06 b_char_fast 1.1841e-04 6.540e-06 b_char_double 1.1660e-04 -2.411e-05 b_risk -1.821e-08 1.071e-07 b_price -8.413e-05 -3.774e-05 gamma_LV_reg_user -4.359e-05 7.234e-05 gamma_LV_university -2.4055e-04 -1.5620e-04 gamma_LV_age_50 4.334e-05 -6.137e-05 lambda 1.2087e-04 3.465e-05 zeta_quality -6.384e-05 -6.724e-05 zeta_ingredient 1.3567e-04 -2.814e-05 zeta_patent -1.4289e-04 -5.906e-05 zeta_dominance -4.610e-05 -3.800e-05 tau_quality_1 -4.950e-05 -8.918e-05 tau_quality_2 -1.5242e-04 -8.630e-05 tau_quality_3 -1.9491e-04 -9.676e-05 tau_quality_4 -2.2653e-04 -1.0177e-04 tau_ingredients_1 1.8693e-04 -1.333e-05 tau_ingredients_2 2.0825e-04 1.8408e-04 tau_ingredients_3 5.862e-05 5.503e-05 tau_ingredients_4 -5.047e-05 2.1227e-04 tau_patent_1 -3.975e-05 -1.7344e-04 tau_patent_2 -4.814e-05 -1.3707e-04 tau_patent_3 9.234e-05 -7.190e-05 tau_patent_4 8.322e-05 -1.4407e-04 tau_dominance_1 -1.0780e-04 -1.0439e-04 tau_dominance_2 -3.012e-05 7.369e-05 tau_dominance_3 -2.710e-05 -8.778e-05 tau_dominance_4 6.639e-06 2.511e-06 b_country_IND b_country_RUS mu_brand_Artemis 0.001503 0.001420 sig_brand_Artemis -5.665e-05 -1.5971e-04 gamma_Artemis_reg_user -1.9163e-04 -7.167e-05 gamma_Artemis_university -1.1148e-04 -1.9040e-04 gamma_Artemis_age_50 3.185e-05 1.3749e-04 mu_brand_Novum 0.001500 0.001392 sig_brand_Novum -1.795e-05 2.247e-05 gamma_Novum_reg_user -1.1691e-04 -1.7436e-04 gamma_Novum_university -8.026e-05 -4.261e-05 gamma_Novum_age_50 -2.0265e-04 2.041e-05 b_brand_BestValue -2.1805e-04 -2.4535e-04 b_brand_Supermarket -2.4653e-04 -1.9139e-04 b_country_CH -5.256e-05 -1.5092e-04 b_country_DK 5.391e-05 -1.652e-05 b_country_IND 0.003383 0.001464 b_country_RUS 0.001464 0.003750 b_country_BRA 0.001853 0.001884 b_char_fast -1.4432e-04 -1.5171e-04 b_char_double -8.137e-05 -1.0784e-04 b_risk 2.451e-07 2.566e-07 b_price 5.635e-05 2.897e-05 gamma_LV_reg_user 2.4129e-04 3.808e-05 gamma_LV_university 1.4188e-04 1.3458e-04 gamma_LV_age_50 -1.2591e-04 -1.1041e-04 lambda 3.576e-05 -2.0854e-04 zeta_quality 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sig_brand_Novum -3.318e-05 1.2626e-04 gamma_Novum_reg_user -7.298e-05 9.735e-05 gamma_Novum_university 7.713e-05 -1.879e-05 gamma_Novum_age_50 4.131e-05 -1.8469e-04 b_brand_BestValue -1.1109e-04 5.451e-05 b_brand_Supermarket -4.5981e-04 1.9359e-04 b_country_CH -1.1489e-04 1.1841e-04 b_country_DK 7.775e-06 6.540e-06 b_country_IND 0.001853 -1.4432e-04 b_country_RUS 0.001884 -1.5171e-04 b_country_BRA 0.003837 -1.8875e-04 b_char_fast -1.8875e-04 8.4532e-04 b_char_double -1.4092e-04 4.6955e-04 b_risk 1.251e-07 -1.642e-07 b_price 5.851e-05 -7.884e-05 gamma_LV_reg_user 3.8967e-04 1.214e-05 gamma_LV_university 2.9492e-04 -1.8275e-04 gamma_LV_age_50 -1.5150e-04 2.8095e-04 lambda -6.643e-05 9.792e-05 zeta_quality 1.3135e-04 -2.456e-06 zeta_ingredient -1.2886e-04 5.519e-05 zeta_patent 1.1099e-04 -1.0401e-04 zeta_dominance 3.908e-05 4.821e-06 tau_quality_1 1.8773e-04 1.0167e-04 tau_quality_2 1.0142e-04 5.560e-05 tau_quality_3 1.6064e-04 2.881e-05 tau_quality_4 1.6217e-04 3.840e-05 tau_ingredients_1 -4.2193e-04 9.959e-05 tau_ingredients_2 -7.945e-05 -6.122e-05 tau_ingredients_3 3.284e-05 -5.892e-05 tau_ingredients_4 6.067e-05 -7.900e-05 tau_patent_1 4.4562e-04 1.9312e-04 tau_patent_2 3.1030e-04 1.8971e-04 tau_patent_3 3.1070e-04 5.688e-05 tau_patent_4 2.9421e-04 2.883e-05 tau_dominance_1 7.551e-05 -1.3521e-04 tau_dominance_2 -1.8322e-04 -6.533e-05 tau_dominance_3 -2.2264e-04 2.246e-06 tau_dominance_4 -2.6186e-04 -7.128e-05 b_char_double b_risk mu_brand_Artemis -2.1834e-04 2.142e-07 sig_brand_Artemis -1.130e-05 -7.972e-08 gamma_Artemis_reg_user 1.5369e-04 -1.396e-07 gamma_Artemis_university 4.201e-05 -1.017e-07 gamma_Artemis_age_50 -1.2282e-04 2.347e-08 mu_brand_Novum -1.7838e-04 3.226e-07 sig_brand_Novum 1.4942e-04 -2.094e-07 gamma_Novum_reg_user 8.846e-05 -1.125e-07 gamma_Novum_university -2.649e-05 -7.384e-09 gamma_Novum_age_50 -1.5935e-04 3.302e-08 b_brand_BestValue 1.5360e-04 -2.767e-07 b_brand_Supermarket 2.0480e-04 -3.709e-07 b_country_CH 1.1660e-04 -1.821e-08 b_country_DK -2.411e-05 1.071e-07 b_country_IND -8.137e-05 2.451e-07 b_country_RUS -1.0784e-04 2.566e-07 b_country_BRA -1.4092e-04 1.251e-07 b_char_fast 4.6955e-04 -1.642e-07 b_char_double 0.001363 -3.359e-08 b_risk -3.359e-08 3.548e-09 b_price -1.1973e-04 1.322e-07 gamma_LV_reg_user -5.329e-05 2.681e-07 gamma_LV_university -4.900e-06 1.857e-07 gamma_LV_age_50 1.8658e-04 -3.961e-07 lambda 9.210e-05 -1.270e-07 zeta_quality -1.0396e-04 2.951e-07 zeta_ingredient 2.1137e-04 7.712e-08 zeta_patent 1.271e-05 -1.111e-07 zeta_dominance -4.315e-06 -3.212e-08 tau_quality_1 3.377e-05 -6.076e-08 tau_quality_2 -1.685e-05 2.116e-08 tau_quality_3 -1.5994e-04 1.769e-07 tau_quality_4 -2.8495e-04 2.391e-07 tau_ingredients_1 1.2791e-04 2.041e-07 tau_ingredients_2 -1.5758e-04 2.045e-07 tau_ingredients_3 -1.8776e-04 5.873e-08 tau_ingredients_4 -2.0119e-04 1.998e-07 tau_patent_1 1.1978e-04 -1.546e-07 tau_patent_2 -2.466e-05 -9.135e-08 tau_patent_3 -1.0271e-04 8.712e-09 tau_patent_4 -1.0203e-04 -1.561e-07 tau_dominance_1 -2.3785e-04 -2.493e-07 tau_dominance_2 -6.619e-05 -9.217e-08 tau_dominance_3 -1.0152e-04 1.030e-07 tau_dominance_4 -1.9581e-04 -1.232e-07 b_price gamma_LV_reg_user mu_brand_Artemis -4.1396e-04 -0.001135 sig_brand_Artemis 1.776e-06 -3.2240e-04 gamma_Artemis_reg_user 7.995e-05 -0.004094 gamma_Artemis_university 2.222e-05 -3.4354e-04 gamma_Artemis_age_50 6.726e-06 3.4106e-04 mu_brand_Novum -3.3556e-04 -0.001094 sig_brand_Novum -9.079e-05 -1.2599e-04 gamma_Novum_reg_user 3.922e-05 -0.004429 gamma_Novum_university 2.461e-06 -4.3291e-04 gamma_Novum_age_50 -2.041e-05 5.2299e-04 b_brand_BestValue -4.694e-05 -1.862e-05 b_brand_Supermarket -7.577e-05 -1.2609e-04 b_country_CH -8.413e-05 -4.359e-05 b_country_DK -3.774e-05 7.234e-05 b_country_IND 5.635e-05 2.4129e-04 b_country_RUS 2.897e-05 3.808e-05 b_country_BRA 5.851e-05 3.8967e-04 b_char_fast -7.884e-05 1.214e-05 b_char_double -1.1973e-04 -5.329e-05 b_risk 1.322e-07 2.681e-07 b_price 3.0229e-04 -2.813e-05 gamma_LV_reg_user -2.813e-05 0.011383 gamma_LV_university -3.113e-05 0.001185 gamma_LV_age_50 3.408e-05 2.2773e-04 lambda -2.650e-05 6.112e-05 zeta_quality 3.068e-06 0.003124 zeta_ingredient 4.004e-05 -0.001945 zeta_patent 5.171e-05 0.002037 zeta_dominance 9.312e-05 -8.6780e-04 tau_quality_1 5.442e-05 0.002636 tau_quality_2 1.521e-05 0.003098 tau_quality_3 3.058e-05 0.003898 tau_quality_4 -3.882e-05 0.004396 tau_ingredients_1 -2.721e-05 -0.003055 tau_ingredients_2 -2.353e-05 -0.003220 tau_ingredients_3 -6.912e-05 -0.003010 tau_ingredients_4 -3.067e-05 -0.002662 tau_patent_1 1.106e-05 0.003417 tau_patent_2 -5.466e-06 0.003824 tau_patent_3 -3.017e-05 0.003952 tau_patent_4 -3.574e-05 0.003852 tau_dominance_1 -4.773e-05 -0.003029 tau_dominance_2 -5.377e-05 -0.002459 tau_dominance_3 -8.207e-05 -0.002730 tau_dominance_4 -6.923e-05 -0.003051 gamma_LV_university gamma_LV_age_50 mu_brand_Artemis -9.3476e-04 -0.001539 sig_brand_Artemis 1.1767e-04 4.0261e-04 gamma_Artemis_reg_user -3.8116e-04 5.5827e-04 gamma_Artemis_university -0.002938 2.4878e-04 gamma_Artemis_age_50 1.5321e-04 -0.003149 mu_brand_Novum -8.9167e-04 -0.001465 sig_brand_Novum 1.2095e-04 8.644e-06 gamma_Novum_reg_user -3.6071e-04 5.6892e-04 gamma_Novum_university -0.003267 4.0676e-04 gamma_Novum_age_50 3.2208e-04 -0.003470 b_brand_BestValue 1.290e-05 -2.3080e-04 b_brand_Supermarket -5.969e-05 5.078e-05 b_country_CH -2.4055e-04 4.334e-05 b_country_DK -1.5620e-04 -6.137e-05 b_country_IND 1.4188e-04 -1.2591e-04 b_country_RUS 1.3458e-04 -1.1041e-04 b_country_BRA 2.9492e-04 -1.5150e-04 b_char_fast -1.8275e-04 2.8095e-04 b_char_double -4.900e-06 1.8658e-04 b_risk 1.857e-07 -3.961e-07 b_price -3.113e-05 3.408e-05 gamma_LV_reg_user 0.001185 2.2773e-04 gamma_LV_university 0.009343 -1.3167e-04 gamma_LV_age_50 -1.3167e-04 0.009449 lambda 1.1759e-04 1.4967e-04 zeta_quality 9.7439e-04 -9.8486e-04 zeta_ingredient -8.2207e-04 0.001424 zeta_patent 7.2576e-04 -0.001674 zeta_dominance -0.001974 1.392e-05 tau_quality_1 0.003983 0.003932 tau_quality_2 0.003659 0.003680 tau_quality_3 0.003349 0.003646 tau_quality_4 0.003161 0.003279 tau_ingredients_1 -0.003296 -0.003411 tau_ingredients_2 -0.003242 -0.003630 tau_ingredients_3 -0.003159 -0.003717 tau_ingredients_4 -0.003023 -0.003947 tau_patent_1 0.003633 0.004625 tau_patent_2 0.004093 0.004526 tau_patent_3 0.004421 0.004129 tau_patent_4 0.004653 0.004140 tau_dominance_1 -0.002452 -0.002544 tau_dominance_2 -0.002548 -0.002874 tau_dominance_3 -0.001756 -0.002306 tau_dominance_4 -0.001445 -0.002215 lambda zeta_quality mu_brand_Artemis 1.1437e-04 -2.549e-05 sig_brand_Artemis -1.1522e-04 -3.4923e-04 gamma_Artemis_reg_user 0.001202 -0.001885 gamma_Artemis_university 5.8858e-04 -6.4688e-04 gamma_Artemis_age_50 -4.8835e-04 6.8164e-04 mu_brand_Novum 9.003e-05 -7.481e-05 sig_brand_Novum -1.1624e-04 5.269e-05 gamma_Novum_reg_user 0.001110 -0.001797 gamma_Novum_university 6.4620e-04 -5.4326e-04 gamma_Novum_age_50 -4.9044e-04 6.3508e-04 b_brand_BestValue -5.014e-05 1.342e-05 b_brand_Supermarket 1.1635e-04 -1.3962e-04 b_country_CH 1.2087e-04 -6.384e-05 b_country_DK 3.465e-05 -6.724e-05 b_country_IND 3.576e-05 1.7768e-04 b_country_RUS -2.0854e-04 -1.716e-06 b_country_BRA -6.643e-05 1.3135e-04 b_char_fast 9.792e-05 -2.456e-06 b_char_double 9.210e-05 -1.0396e-04 b_risk -1.270e-07 2.951e-07 b_price -2.650e-05 3.068e-06 gamma_LV_reg_user 6.112e-05 0.003124 gamma_LV_university 1.1759e-04 9.7439e-04 gamma_LV_age_50 1.4967e-04 -9.8486e-04 lambda 0.001278 -9.739e-05 zeta_quality -9.739e-05 0.007906 zeta_ingredient 4.858e-05 -0.001537 zeta_patent -7.546e-05 8.5407e-04 zeta_dominance -1.9026e-04 -3.6592e-04 tau_quality_1 3.0119e-04 -0.005189 tau_quality_2 1.1151e-04 -0.003284 tau_quality_3 -1.0408e-04 0.001326 tau_quality_4 -2.3319e-04 0.003220 tau_ingredients_1 4.348e-05 -6.0691e-04 tau_ingredients_2 9.677e-05 -3.8220e-04 tau_ingredients_3 -1.2340e-04 -1.7890e-04 tau_ingredients_4 -1.0841e-04 -3.0086e-04 tau_patent_1 3.3691e-04 8.3809e-04 tau_patent_2 1.7428e-04 8.6730e-04 tau_patent_3 -1.064e-05 6.1064e-04 tau_patent_4 -1.5809e-04 7.5492e-04 tau_dominance_1 5.797e-05 -7.8617e-04 tau_dominance_2 6.547e-05 -3.2600e-04 tau_dominance_3 1.439e-05 -6.1295e-04 tau_dominance_4 1.7665e-04 -9.4679e-04 zeta_ingredient zeta_patent mu_brand_Artemis -4.7199e-04 -2.1375e-04 sig_brand_Artemis -2.898e-05 -5.737e-05 gamma_Artemis_reg_user 0.001607 -0.001448 gamma_Artemis_university 3.0688e-04 -3.9130e-04 gamma_Artemis_age_50 -7.5632e-04 9.8312e-04 mu_brand_Novum -5.0454e-04 -1.8516e-04 sig_brand_Novum -2.380e-05 1.3955e-04 gamma_Novum_reg_user 0.001675 -0.001398 gamma_Novum_university 5.4733e-04 -6.8840e-04 gamma_Novum_age_50 -0.001021 0.001377 b_brand_BestValue -3.0222e-04 -4.305e-05 b_brand_Supermarket -6.728e-06 -9.699e-05 b_country_CH 1.3567e-04 -1.4289e-04 b_country_DK -2.814e-05 -5.906e-05 b_country_IND -1.2278e-04 -7.459e-05 b_country_RUS -1.5714e-04 1.1659e-04 b_country_BRA -1.2886e-04 1.1099e-04 b_char_fast 5.519e-05 -1.0401e-04 b_char_double 2.1137e-04 1.271e-05 b_risk 7.712e-08 -1.111e-07 b_price 4.004e-05 5.171e-05 gamma_LV_reg_user -0.001945 0.002037 gamma_LV_university -8.2207e-04 7.2576e-04 gamma_LV_age_50 0.001424 -0.001674 lambda 4.858e-05 -7.546e-05 zeta_quality -0.001537 8.5407e-04 zeta_ingredient 0.006936 -0.001142 zeta_patent -0.001142 0.008846 zeta_dominance 6.5780e-04 -2.5059e-04 tau_quality_1 2.0542e-04 5.3977e-04 tau_quality_2 -5.741e-05 4.5922e-04 tau_quality_3 -1.4175e-04 4.2216e-04 tau_quality_4 -2.7142e-04 5.6911e-04 tau_ingredients_1 0.001649 4.1093e-04 tau_ingredients_2 2.1157e-04 2.8997e-04 tau_ingredients_3 -0.003296 2.2638e-04 tau_ingredients_4 -0.004898 -3.591e-05 tau_patent_1 6.574e-05 -0.006947 tau_patent_2 -2.213e-06 -0.004289 tau_patent_3 8.908e-05 6.3644e-04 tau_patent_4 3.0514e-04 0.002361 tau_dominance_1 2.1816e-04 -7.2521e-04 tau_dominance_2 1.6702e-04 -3.4303e-04 tau_dominance_3 1.0894e-04 -8.0386e-04 tau_dominance_4 1.2308e-04 -4.6850e-04 zeta_dominance tau_quality_1 mu_brand_Artemis 4.249e-05 -0.001923 sig_brand_Artemis -4.4701e-04 3.4749e-04 gamma_Artemis_reg_user 3.1222e-04 9.115e-05 gamma_Artemis_university 8.2101e-04 -0.001159 gamma_Artemis_age_50 5.448e-05 -0.001415 mu_brand_Novum -4.165e-05 -0.001785 sig_brand_Novum 3.290e-05 -1.7241e-04 gamma_Novum_reg_user 3.4362e-04 -1.4056e-04 gamma_Novum_university 8.4538e-04 -0.001406 gamma_Novum_age_50 2.725e-05 -0.001128 b_brand_BestValue -5.695e-05 -2.3290e-04 b_brand_Supermarket -7.395e-05 1.0371e-04 b_country_CH -4.610e-05 -4.950e-05 b_country_DK -3.800e-05 -8.918e-05 b_country_IND -2.443e-05 4.285e-05 b_country_RUS -1.433e-05 -1.0417e-04 b_country_BRA 3.908e-05 1.8773e-04 b_char_fast 4.821e-06 1.0167e-04 b_char_double -4.315e-06 3.377e-05 b_risk -3.212e-08 -6.076e-08 b_price 9.312e-05 5.442e-05 gamma_LV_reg_user -8.6780e-04 0.002636 gamma_LV_university -0.001974 0.003983 gamma_LV_age_50 1.392e-05 0.003932 lambda -1.9026e-04 3.0119e-04 zeta_quality -3.6592e-04 -0.005189 zeta_ingredient 6.5780e-04 2.0542e-04 zeta_patent -2.5059e-04 5.3977e-04 zeta_dominance 0.005024 -0.001004 tau_quality_1 -0.001004 0.016577 tau_quality_2 -9.7793e-04 0.011624 tau_quality_3 -9.2214e-04 0.005387 tau_quality_4 -8.4676e-04 0.003443 tau_ingredients_1 8.2368e-04 -0.004394 tau_ingredients_2 9.5440e-04 -0.004817 tau_ingredients_3 6.7584e-04 -0.004422 tau_ingredients_4 7.6229e-04 -0.004003 tau_patent_1 -0.001115 0.004614 tau_patent_2 -0.001245 0.005251 tau_patent_3 -0.001126 0.005546 tau_patent_4 -0.001424 0.005517 tau_dominance_1 9.9366e-04 -0.003280 tau_dominance_2 4.8071e-04 -0.003361 tau_dominance_3 -0.002299 -0.002863 tau_dominance_4 -0.003278 -0.002513 tau_quality_2 tau_quality_3 mu_brand_Artemis -0.001699 -0.002004 sig_brand_Artemis 2.2033e-04 1.0109e-04 gamma_Artemis_reg_user -6.4598e-04 -0.001173 gamma_Artemis_university -9.6202e-04 -0.001029 gamma_Artemis_age_50 -0.001282 -0.001005 mu_brand_Novum -0.001651 -0.001853 sig_brand_Novum 5.900e-05 3.551e-06 gamma_Novum_reg_user -6.3014e-04 -0.001328 gamma_Novum_university -0.001238 -0.001019 gamma_Novum_age_50 -0.001182 -0.001003 b_brand_BestValue -2.520e-05 -2.2592e-04 b_brand_Supermarket 5.363e-05 -8.552e-05 b_country_CH -1.5242e-04 -1.9491e-04 b_country_DK -8.630e-05 -9.676e-05 b_country_IND 1.177e-05 1.2758e-04 b_country_RUS -8.874e-05 -1.1547e-04 b_country_BRA 1.0142e-04 1.6064e-04 b_char_fast 5.560e-05 2.881e-05 b_char_double -1.685e-05 -1.5994e-04 b_risk 2.116e-08 1.769e-07 b_price 1.521e-05 3.058e-05 gamma_LV_reg_user 0.003098 0.003898 gamma_LV_university 0.003659 0.003349 gamma_LV_age_50 0.003680 0.003646 lambda 1.1151e-04 -1.0408e-04 zeta_quality -0.003284 0.001326 zeta_ingredient -5.741e-05 -1.4175e-04 zeta_patent 4.5922e-04 4.2216e-04 zeta_dominance -9.7793e-04 -9.2214e-04 tau_quality_1 0.011624 0.005387 tau_quality_2 0.011848 0.006005 tau_quality_3 0.006005 0.011333 tau_quality_4 0.004432 0.009871 tau_ingredients_1 -0.004640 -0.004238 tau_ingredients_2 -0.004709 -0.004558 tau_ingredients_3 -0.004420 -0.004091 tau_ingredients_4 -0.004267 -0.004301 tau_patent_1 0.004550 0.004254 tau_patent_2 0.005062 0.004895 tau_patent_3 0.005575 0.005107 tau_patent_4 0.005392 0.005230 tau_dominance_1 -0.003208 -0.003187 tau_dominance_2 -0.003257 -0.003463 tau_dominance_3 -0.002708 -0.002668 tau_dominance_4 -0.002855 -0.002747 tau_quality_4 tau_ingredients_1 mu_brand_Artemis -0.002022 0.001656 sig_brand_Artemis 2.425e-05 -1.2953e-04 gamma_Artemis_reg_user -0.001669 8.7636e-04 gamma_Artemis_university -5.4743e-04 9.4692e-04 gamma_Artemis_age_50 -9.7362e-04 9.8599e-04 mu_brand_Novum -0.001769 0.001613 sig_brand_Novum 7.252e-05 4.1170e-04 gamma_Novum_reg_user -0.001869 0.001036 gamma_Novum_university -6.7708e-04 7.1236e-04 gamma_Novum_age_50 -0.001030 8.4570e-04 b_brand_BestValue -1.0820e-04 1.3635e-04 b_brand_Supermarket -1.3994e-04 8.829e-05 b_country_CH -2.2653e-04 1.8693e-04 b_country_DK -1.0177e-04 -1.333e-05 b_country_IND -3.457e-05 -1.900e-05 b_country_RUS -5.635e-05 -1.9279e-04 b_country_BRA 1.6217e-04 -4.2193e-04 b_char_fast 3.840e-05 9.959e-05 b_char_double -2.8495e-04 1.2791e-04 b_risk 2.391e-07 2.041e-07 b_price -3.882e-05 -2.721e-05 gamma_LV_reg_user 0.004396 -0.003055 gamma_LV_university 0.003161 -0.003296 gamma_LV_age_50 0.003279 -0.003411 lambda -2.3319e-04 4.348e-05 zeta_quality 0.003220 -6.0691e-04 zeta_ingredient -2.7142e-04 0.001649 zeta_patent 5.6911e-04 4.1093e-04 zeta_dominance -8.4676e-04 8.2368e-04 tau_quality_1 0.003443 -0.004394 tau_quality_2 0.004432 -0.004640 tau_quality_3 0.009871 -0.004238 tau_quality_4 0.017676 -0.004137 tau_ingredients_1 -0.004137 0.015326 tau_ingredients_2 -0.004359 0.008698 tau_ingredients_3 -0.004028 0.004534 tau_ingredients_4 -0.004088 0.003618 tau_patent_1 0.004115 -0.005215 tau_patent_2 0.004785 -0.005209 tau_patent_3 0.004983 -0.004974 tau_patent_4 0.005107 -0.005330 tau_dominance_1 -0.003579 0.002207 tau_dominance_2 -0.003243 0.002849 tau_dominance_3 -0.002534 0.002838 tau_dominance_4 -0.002844 0.002699 tau_ingredients_2 tau_ingredients_3 mu_brand_Artemis 0.001643 0.001782 sig_brand_Artemis -7.958e-05 -2.671e-05 gamma_Artemis_reg_user 9.5865e-04 6.5884e-04 gamma_Artemis_university 8.8416e-04 0.001004 gamma_Artemis_age_50 0.001106 0.001244 mu_brand_Novum 0.001302 0.001712 sig_brand_Novum 2.295e-05 -1.4549e-04 gamma_Novum_reg_user 0.001268 6.6781e-04 gamma_Novum_university 0.001160 0.001035 gamma_Novum_age_50 0.001205 0.001316 b_brand_BestValue -1.0120e-04 6.961e-05 b_brand_Supermarket -1.6945e-04 -2.4081e-04 b_country_CH 2.0825e-04 5.862e-05 b_country_DK 1.8408e-04 5.503e-05 b_country_IND 4.874e-05 1.3964e-04 b_country_RUS -8.008e-05 8.452e-05 b_country_BRA -7.945e-05 3.284e-05 b_char_fast -6.122e-05 -5.892e-05 b_char_double -1.5758e-04 -1.8776e-04 b_risk 2.045e-07 5.873e-08 b_price -2.353e-05 -6.912e-05 gamma_LV_reg_user -0.003220 -0.003010 gamma_LV_university -0.003242 -0.003159 gamma_LV_age_50 -0.003630 -0.003717 lambda 9.677e-05 -1.2340e-04 zeta_quality -3.8220e-04 -1.7890e-04 zeta_ingredient 2.1157e-04 -0.003296 zeta_patent 2.8997e-04 2.2638e-04 zeta_dominance 9.5440e-04 6.7584e-04 tau_quality_1 -0.004817 -0.004422 tau_quality_2 -0.004709 -0.004420 tau_quality_3 -0.004558 -0.004091 tau_quality_4 -0.004359 -0.004028 tau_ingredients_1 0.008698 0.004534 tau_ingredients_2 0.010179 0.005911 tau_ingredients_3 0.005911 0.010787 tau_ingredients_4 0.005207 0.010086 tau_patent_1 -0.004853 -0.004683 tau_patent_2 -0.005195 -0.004959 tau_patent_3 -0.004964 -0.005008 tau_patent_4 -0.005241 -0.005220 tau_dominance_1 0.002958 0.003282 tau_dominance_2 0.003194 0.003017 tau_dominance_3 0.002706 0.002780 tau_dominance_4 0.002644 0.002568 tau_ingredients_4 tau_patent_1 mu_brand_Artemis 0.001922 -0.001557 sig_brand_Artemis 2.337e-05 1.8307e-04 gamma_Artemis_reg_user 4.2392e-04 -4.1973e-04 gamma_Artemis_university 0.001220 -9.6205e-04 gamma_Artemis_age_50 0.001292 -0.001584 mu_brand_Novum 0.001809 -0.001579 sig_brand_Novum 2.698e-05 -8.489e-05 gamma_Novum_reg_user 4.1557e-04 -2.1822e-04 gamma_Novum_university 0.001178 -8.1118e-04 gamma_Novum_age_50 0.001473 -0.001740 b_brand_BestValue 4.1888e-04 1.4837e-04 b_brand_Supermarket -5.584e-05 2.6596e-04 b_country_CH -5.047e-05 -3.975e-05 b_country_DK 2.1227e-04 -1.7344e-04 b_country_IND 8.370e-06 4.6670e-04 b_country_RUS -3.125e-05 -2.579e-06 b_country_BRA 6.067e-05 4.4562e-04 b_char_fast -7.900e-05 1.9312e-04 b_char_double -2.0119e-04 1.1978e-04 b_risk 1.998e-07 -1.546e-07 b_price -3.067e-05 1.106e-05 gamma_LV_reg_user -0.002662 0.003417 gamma_LV_university -0.003023 0.003633 gamma_LV_age_50 -0.003947 0.004625 lambda -1.0841e-04 3.3691e-04 zeta_quality -3.0086e-04 8.3809e-04 zeta_ingredient -0.004898 6.574e-05 zeta_patent -3.591e-05 -0.006947 zeta_dominance 7.6229e-04 -0.001115 tau_quality_1 -0.004003 0.004614 tau_quality_2 -0.004267 0.004550 tau_quality_3 -0.004301 0.004254 tau_quality_4 -0.004088 0.004115 tau_ingredients_1 0.003618 -0.005215 tau_ingredients_2 0.005207 -0.004853 tau_ingredients_3 0.010086 -0.004683 tau_ingredients_4 0.014429 -0.004212 tau_patent_1 -0.004212 0.018672 tau_patent_2 -0.004549 0.013010 tau_patent_3 -0.005097 0.006505 tau_patent_4 -0.005594 0.004761 tau_dominance_1 0.003484 -0.002927 tau_dominance_2 0.003185 -0.002996 tau_dominance_3 0.002542 -0.002479 tau_dominance_4 0.002311 -0.002457 tau_patent_2 tau_patent_3 mu_brand_Artemis -0.001847 -0.001967 sig_brand_Artemis -5.659e-06 1.7391e-04 gamma_Artemis_reg_user -8.5759e-04 -0.001209 gamma_Artemis_university -0.001058 -0.001495 gamma_Artemis_age_50 -0.001540 -0.001096 mu_brand_Novum -0.001842 -0.002143 sig_brand_Novum 3.874e-05 3.1251e-04 gamma_Novum_reg_user -7.3279e-04 -8.8601e-04 gamma_Novum_university -9.8386e-04 -0.001439 gamma_Novum_age_50 -0.001574 -0.001230 b_brand_BestValue -1.712e-05 -1.1812e-04 b_brand_Supermarket 9.609e-05 7.915e-05 b_country_CH -4.814e-05 9.234e-05 b_country_DK -1.3707e-04 -7.190e-05 b_country_IND 2.6578e-04 -5.884e-05 b_country_RUS 1.418e-05 -4.104e-05 b_country_BRA 3.1030e-04 3.1070e-04 b_char_fast 1.8971e-04 5.688e-05 b_char_double -2.466e-05 -1.0271e-04 b_risk -9.135e-08 8.712e-09 b_price -5.466e-06 -3.017e-05 gamma_LV_reg_user 0.003824 0.003952 gamma_LV_university 0.004093 0.004421 gamma_LV_age_50 0.004526 0.004129 lambda 1.7428e-04 -1.064e-05 zeta_quality 8.6730e-04 6.1064e-04 zeta_ingredient -2.213e-06 8.908e-05 zeta_patent -0.004289 6.3644e-04 zeta_dominance -0.001245 -0.001126 tau_quality_1 0.005251 0.005546 tau_quality_2 0.005062 0.005575 tau_quality_3 0.004895 0.005107 tau_quality_4 0.004785 0.004983 tau_ingredients_1 -0.005209 -0.004974 tau_ingredients_2 -0.005195 -0.004964 tau_ingredients_3 -0.004959 -0.005008 tau_ingredients_4 -0.004549 -0.005097 tau_patent_1 0.013010 0.006505 tau_patent_2 0.013735 0.007768 tau_patent_3 0.007768 0.012618 tau_patent_4 0.006409 0.011313 tau_dominance_1 -0.003427 -0.003584 tau_dominance_2 -0.003395 -0.003710 tau_dominance_3 -0.002885 -0.003324 tau_dominance_4 -0.002872 -0.003252 tau_patent_4 tau_dominance_1 mu_brand_Artemis -0.002091 0.001708 sig_brand_Artemis 1.3355e-04 -1.0161e-04 gamma_Artemis_reg_user -0.001295 7.6641e-04 gamma_Artemis_university -0.001759 7.3863e-04 gamma_Artemis_age_50 -0.001033 7.2767e-04 mu_brand_Novum -0.002217 0.001497 sig_brand_Novum 4.1467e-04 -2.5944e-04 gamma_Novum_reg_user -0.001110 0.001187 gamma_Novum_university -0.001708 7.6873e-04 gamma_Novum_age_50 -0.001068 8.3609e-04 b_brand_BestValue -1.118e-06 -4.149e-05 b_brand_Supermarket 1.1422e-04 -4.2177e-04 b_country_CH 8.322e-05 -1.0780e-04 b_country_DK -1.4407e-04 -1.0439e-04 b_country_IND -1.7240e-04 2.2240e-04 b_country_RUS -6.159e-05 7.719e-05 b_country_BRA 2.9421e-04 7.551e-05 b_char_fast 2.883e-05 -1.3521e-04 b_char_double -1.0203e-04 -2.3785e-04 b_risk -1.561e-07 -2.493e-07 b_price -3.574e-05 -4.773e-05 gamma_LV_reg_user 0.003852 -0.003029 gamma_LV_university 0.004653 -0.002452 gamma_LV_age_50 0.004140 -0.002544 lambda -1.5809e-04 5.797e-05 zeta_quality 7.5492e-04 -7.8617e-04 zeta_ingredient 3.0514e-04 2.1816e-04 zeta_patent 0.002361 -7.2521e-04 zeta_dominance -0.001424 9.9366e-04 tau_quality_1 0.005517 -0.003280 tau_quality_2 0.005392 -0.003208 tau_quality_3 0.005230 -0.003187 tau_quality_4 0.005107 -0.003579 tau_ingredients_1 -0.005330 0.002207 tau_ingredients_2 -0.005241 0.002958 tau_ingredients_3 -0.005220 0.003282 tau_ingredients_4 -0.005594 0.003484 tau_patent_1 0.004761 -0.002927 tau_patent_2 0.006409 -0.003427 tau_patent_3 0.011313 -0.003584 tau_patent_4 0.016815 -0.004068 tau_dominance_1 -0.004068 0.014519 tau_dominance_2 -0.003988 0.007433 tau_dominance_3 -0.003183 0.003339 tau_dominance_4 -0.002707 0.002868 tau_dominance_2 tau_dominance_3 mu_brand_Artemis 0.001571 0.001805 sig_brand_Artemis -1.3463e-04 2.6677e-04 gamma_Artemis_reg_user 6.6376e-04 6.6561e-04 gamma_Artemis_university 7.1711e-04 3.7349e-04 gamma_Artemis_age_50 5.2801e-04 1.8981e-04 mu_brand_Novum 0.001407 0.001720 sig_brand_Novum -1.1502e-04 -1.0140e-04 gamma_Novum_reg_user 7.7703e-04 8.0459e-04 gamma_Novum_university 6.1441e-04 1.3710e-04 gamma_Novum_age_50 8.6092e-04 4.3829e-04 b_brand_BestValue 1.1140e-04 1.8008e-04 b_brand_Supermarket -2.4327e-04 7.574e-05 b_country_CH -3.012e-05 -2.710e-05 b_country_DK 7.369e-05 -8.778e-05 b_country_IND -1.886e-05 3.744e-05 b_country_RUS -8.477e-05 3.623e-05 b_country_BRA -1.8322e-04 -2.2264e-04 b_char_fast -6.533e-05 2.246e-06 b_char_double -6.619e-05 -1.0152e-04 b_risk -9.217e-08 1.030e-07 b_price -5.377e-05 -8.207e-05 gamma_LV_reg_user -0.002459 -0.002730 gamma_LV_university -0.002548 -0.001756 gamma_LV_age_50 -0.002874 -0.002306 lambda 6.547e-05 1.439e-05 zeta_quality -3.2600e-04 -6.1295e-04 zeta_ingredient 1.6702e-04 1.0894e-04 zeta_patent -3.4303e-04 -8.0386e-04 zeta_dominance 4.8071e-04 -0.002299 tau_quality_1 -0.003361 -0.002863 tau_quality_2 -0.003257 -0.002708 tau_quality_3 -0.003463 -0.002668 tau_quality_4 -0.003243 -0.002534 tau_ingredients_1 0.002849 0.002838 tau_ingredients_2 0.003194 0.002706 tau_ingredients_3 0.003017 0.002780 tau_ingredients_4 0.003185 0.002542 tau_patent_1 -0.002996 -0.002479 tau_patent_2 -0.003395 -0.002885 tau_patent_3 -0.003710 -0.003324 tau_patent_4 -0.003988 -0.003183 tau_dominance_1 0.007433 0.003339 tau_dominance_2 0.008699 0.003967 tau_dominance_3 0.003967 0.008619 tau_dominance_4 0.003468 0.007899 tau_dominance_4 mu_brand_Artemis 0.001428 sig_brand_Artemis 4.1506e-04 gamma_Artemis_reg_user 0.001012 gamma_Artemis_university 3.3939e-04 gamma_Artemis_age_50 2.7243e-04 mu_brand_Novum 0.001481 sig_brand_Novum -9.657e-05 gamma_Novum_reg_user 0.001138 gamma_Novum_university 2.8654e-04 gamma_Novum_age_50 4.4447e-04 b_brand_BestValue 1.8874e-04 b_brand_Supermarket 1.3733e-04 b_country_CH 6.639e-06 b_country_DK 2.511e-06 b_country_IND -1.3012e-04 b_country_RUS -1.9308e-04 b_country_BRA -2.6186e-04 b_char_fast -7.128e-05 b_char_double -1.9581e-04 b_risk -1.232e-07 b_price -6.923e-05 gamma_LV_reg_user -0.003051 gamma_LV_university -0.001445 gamma_LV_age_50 -0.002215 lambda 1.7665e-04 zeta_quality -9.4679e-04 zeta_ingredient 1.2308e-04 zeta_patent -4.6850e-04 zeta_dominance -0.003278 tau_quality_1 -0.002513 tau_quality_2 -0.002855 tau_quality_3 -0.002747 tau_quality_4 -0.002844 tau_ingredients_1 0.002699 tau_ingredients_2 0.002644 tau_ingredients_3 0.002568 tau_ingredients_4 0.002311 tau_patent_1 -0.002457 tau_patent_2 -0.002872 tau_patent_3 -0.003252 tau_patent_4 -0.002707 tau_dominance_1 0.002868 tau_dominance_2 0.003468 tau_dominance_3 0.007899 tau_dominance_4 0.013086 Classical correlation matrix: mu_brand_Artemis sig_brand_Artemis mu_brand_Artemis 1.000000 -0.005044 sig_brand_Artemis -0.005044 1.000000 gamma_Artemis_reg_user -0.170679 0.001643 gamma_Artemis_university -0.213160 -0.008082 gamma_Artemis_age_50 -0.237779 -0.001376 mu_brand_Novum 0.785510 -0.008070 sig_brand_Novum 0.035570 -0.022799 gamma_Novum_reg_user -0.055862 -2.0533e-04 gamma_Novum_university -0.084722 -6.8640e-04 gamma_Novum_age_50 -0.108267 0.005809 b_brand_BestValue 0.354316 -6.1840e-04 b_brand_Supermarket 0.339909 9.7360e-04 b_country_CH -0.172074 0.002147 b_country_DK -0.181317 0.003490 b_country_IND 0.297558 -0.001450 b_country_RUS 0.252275 -0.001364 b_country_BRA 0.275573 -0.003514 b_char_fast 0.038700 0.003504 b_char_double -0.090264 0.005810 b_risk 0.039413 4.828e-05 b_price -0.280559 -0.004301 gamma_LV_reg_user -0.125117 0.002340 gamma_LV_university -0.137522 0.003032 gamma_LV_age_50 -0.134351 0.008713 lambda 0.090766 -0.006812 zeta_quality -0.006210 -0.006878 zeta_ingredient 0.011846 -0.002500 zeta_patent -0.005593 0.001118 zeta_dominance 4.4007e-04 -0.008247 tau_quality_1 -0.166606 0.009529 tau_quality_2 -0.194523 0.009237 tau_quality_3 -0.201018 0.005437 tau_quality_4 -0.160113 0.003537 tau_ingredients_1 0.158674 -0.006017 tau_ingredients_2 0.194652 -0.006511 tau_ingredients_3 0.184508 -0.004746 tau_ingredients_4 0.155164 -0.003394 tau_patent_1 -0.169720 0.004376 tau_patent_2 -0.203382 0.005994 tau_patent_3 -0.217226 0.007303 tau_patent_4 -0.188512 0.006594 tau_dominance_1 0.124199 -0.005728 tau_dominance_2 0.163477 -0.005204 tau_dominance_3 0.160428 -4.7248e-04 tau_dominance_4 0.130226 0.001285 gamma_Artemis_reg_user gamma_Artemis_university mu_brand_Artemis -0.170679 -0.213160 sig_brand_Artemis 0.001643 -0.008082 gamma_Artemis_reg_user 1.000000 0.190171 gamma_Artemis_university 0.190171 1.000000 gamma_Artemis_age_50 -0.082235 -0.055462 mu_brand_Novum -0.058860 -0.084760 sig_brand_Novum -0.046254 -0.036147 gamma_Novum_reg_user 0.672677 0.161913 gamma_Novum_university 0.160019 0.623751 gamma_Novum_age_50 -0.089099 -0.056538 b_brand_BestValue 0.005370 -0.003222 b_brand_Supermarket 0.011546 -0.001368 b_country_CH -0.004668 0.003800 b_country_DK -0.001972 -0.006157 b_country_IND 0.001920 0.004618 b_country_RUS -0.003177 -0.002096 b_country_BRA -0.003022 0.001155 b_char_fast 0.005209 0.007781 b_char_double 0.006068 0.005170 b_risk -0.008867 -0.002199 b_price -0.002821 -0.007861 gamma_LV_reg_user -0.459062 -0.093406 gamma_LV_university -0.091845 -0.431749 gamma_LV_age_50 0.048979 0.029741 lambda 0.355843 0.222631 zeta_quality -0.207400 -0.111679 zeta_ingredient 0.183075 0.099893 zeta_patent -0.179308 -0.094829 zeta_dominance 0.106058 0.122405 tau_quality_1 -0.049048 -0.097824 tau_quality_2 -0.084513 -0.124091 tau_quality_3 -0.150254 -0.153814 tau_quality_4 -0.140871 -0.133815 tau_ingredients_1 0.129008 0.127083 tau_ingredients_2 0.135352 0.144741 tau_ingredients_3 0.084710 0.119431 tau_ingredients_4 0.056443 0.095825 tau_patent_1 -0.065384 -0.102370 tau_patent_2 -0.096087 -0.131476 tau_patent_3 -0.147587 -0.164624 tau_patent_4 -0.147633 -0.149043 tau_dominance_1 0.090093 0.102751 tau_dominance_2 0.113684 0.122303 tau_dominance_3 0.100692 0.084389 tau_dominance_4 0.078247 0.055849 gamma_Artemis_age_50 mu_brand_Novum mu_brand_Artemis -0.237779 0.785510 sig_brand_Artemis -0.001376 -0.008070 gamma_Artemis_reg_user -0.082235 -0.058860 gamma_Artemis_university -0.055462 -0.084760 gamma_Artemis_age_50 1.000000 -0.109472 mu_brand_Novum -0.109472 1.000000 sig_brand_Novum 0.020063 -0.016046 gamma_Novum_reg_user -0.089514 -0.186106 gamma_Novum_university -0.056015 -0.234214 gamma_Novum_age_50 0.628134 -0.261169 b_brand_BestValue -0.001977 0.338890 b_brand_Supermarket -0.003416 0.345716 b_country_CH -0.004713 -0.192588 b_country_DK 0.004991 -0.195693 b_country_IND -0.007282 0.281805 b_country_RUS 0.007350 0.236224 b_country_BRA 0.001499 0.269148 b_char_fast -9.0284e-04 0.040390 b_char_double -0.006195 -0.067314 b_risk 0.001345 0.041333 b_price 0.005913 -0.246151 gamma_LV_reg_user 0.047719 -0.123432 gamma_LV_university 0.028398 -0.135236 gamma_LV_age_50 -0.423834 -0.131493 lambda -0.179254 0.087678 zeta_quality 0.086205 -0.007182 zeta_ingredient -0.109545 0.011936 zeta_patent 0.120315 -0.007515 zeta_dominance -0.028550 4.7532e-04 tau_quality_1 -0.133406 -0.162819 tau_quality_2 -0.144467 -0.190308 tau_quality_3 -0.126359 -0.197313 tau_quality_4 -0.094492 -0.157452 tau_ingredients_1 0.090593 0.155919 tau_ingredients_2 0.126670 0.191199 tau_ingredients_3 0.151443 0.181171 tau_ingredients_4 0.141857 0.152319 tau_patent_1 -0.156618 -0.165260 tau_patent_2 -0.167079 -0.198696 tau_patent_3 -0.141841 -0.213464 tau_patent_4 -0.107707 -0.185620 tau_dominance_1 0.084051 0.122004 tau_dominance_2 0.108526 0.160642 tau_dominance_3 0.098552 0.157592 tau_dominance_4 0.076809 0.127842 sig_brand_Novum gamma_Novum_reg_user mu_brand_Artemis 0.035570 -0.055862 sig_brand_Artemis -0.022799 -2.0533e-04 gamma_Artemis_reg_user -0.046254 0.672677 gamma_Artemis_university -0.036147 0.161913 gamma_Artemis_age_50 0.020063 -0.089514 mu_brand_Novum -0.016046 -0.186106 sig_brand_Novum 1.000000 -0.052895 gamma_Novum_reg_user -0.052895 1.000000 gamma_Novum_university -0.034893 0.175821 gamma_Novum_age_50 0.026840 -0.069948 b_brand_BestValue 0.029410 0.007349 b_brand_Supermarket 0.015196 0.022022 b_country_CH 0.035727 0.009215 b_country_DK 0.006655 0.004282 b_country_IND 0.006909 -0.004098 b_country_RUS 0.006170 -0.012217 b_country_BRA -0.019186 -0.005923 b_char_fast 0.045137 0.010615 b_char_double 0.079283 0.008400 b_risk -0.023528 -0.008689 b_price -0.090269 -0.017954 gamma_LV_reg_user 0.019370 -0.440282 gamma_LV_university 0.013133 -0.088165 gamma_LV_age_50 -0.010735 0.047295 lambda -0.051748 0.346396 zeta_quality 0.028405 -0.201412 zeta_ingredient -0.036218 0.175829 zeta_patent 0.036389 -0.171092 zeta_dominance -0.019556 0.103290 tau_quality_1 -0.010046 -0.045402 tau_quality_2 -0.005339 -0.079778 tau_quality_3 0.007750 -0.144254 tau_quality_4 0.010307 -0.135699 tau_ingredients_1 -0.010338 0.123662 tau_ingredients_2 -0.005002 0.129628 tau_ingredients_3 0.010261 0.080938 tau_ingredients_4 0.014737 0.053877 tau_patent_1 -0.016084 -0.063242 tau_patent_2 -0.008908 -0.092497 tau_patent_3 0.008953 -0.141437 tau_patent_4 0.013129 -0.141298 tau_dominance_1 -0.005226 0.086527 tau_dominance_2 -0.005113 0.108971 tau_dominance_3 0.003109 0.095742 tau_dominance_4 0.005966 0.074044 gamma_Novum_university gamma_Novum_age_50 mu_brand_Artemis -0.084722 -0.108267 sig_brand_Artemis -6.8640e-04 0.005809 gamma_Artemis_reg_user 0.160019 -0.089099 gamma_Artemis_university 0.623751 -0.056538 gamma_Artemis_age_50 -0.056015 0.628134 mu_brand_Novum -0.234214 -0.261169 sig_brand_Novum -0.034893 0.026840 gamma_Novum_reg_user 0.175821 -0.069948 gamma_Novum_university 1.000000 -0.046722 gamma_Novum_age_50 -0.046722 1.000000 b_brand_BestValue -0.005467 -0.002130 b_brand_Supermarket 0.002367 -0.007401 b_country_CH -6.7714e-04 -0.004345 b_country_DK 2.8537e-04 -0.005191 b_country_IND 0.002282 -0.006584 b_country_RUS -0.005425 0.008526 b_country_BRA 1.8472e-04 0.002561 b_char_fast 0.002711 -0.001813 b_char_double -0.002338 -0.005067 b_risk -0.002626 -7.8874e-04 b_price -0.003031 0.012308 gamma_LV_reg_user -0.088496 0.045811 gamma_LV_university -0.411963 0.027041 gamma_LV_age_50 0.028308 -0.404368 lambda 0.212567 -0.173033 zeta_quality -0.104584 0.081621 zeta_ingredient 0.095593 -0.104070 zeta_patent -0.090699 0.116967 zeta_dominance 0.117026 -0.026571 tau_quality_1 -0.094492 -0.126819 tau_quality_2 -0.119287 -0.137473 tau_quality_3 -0.146479 -0.120425 tau_quality_4 -0.126996 -0.090091 tau_ingredients_1 0.121105 0.086276 tau_ingredients_2 0.137877 0.120504 tau_ingredients_3 0.113555 0.143813 tau_ingredients_4 0.090990 0.134723 tau_patent_1 -0.097493 -0.150714 tau_patent_2 -0.125382 -0.160236 tau_patent_3 -0.156915 -0.135024 tau_patent_4 -0.142044 -0.102053 tau_dominance_1 0.097868 0.080127 tau_dominance_2 0.116430 0.103353 tau_dominance_3 0.080237 0.093570 tau_dominance_4 0.053037 0.072826 b_brand_BestValue b_brand_Supermarket mu_brand_Artemis 0.354316 0.339909 sig_brand_Artemis -6.1840e-04 9.7360e-04 gamma_Artemis_reg_user 0.005370 0.011546 gamma_Artemis_university -0.003222 -0.001368 gamma_Artemis_age_50 -0.001977 -0.003416 mu_brand_Novum 0.338890 0.345716 sig_brand_Novum 0.029410 0.015196 gamma_Novum_reg_user 0.007349 0.022022 gamma_Novum_university -0.005467 0.002367 gamma_Novum_age_50 -0.002130 -0.007401 b_brand_BestValue 1.000000 0.592087 b_brand_Supermarket 0.592087 1.000000 b_country_CH 0.074398 0.068533 b_country_DK 0.041179 0.058642 b_country_IND -0.041322 -0.064395 b_country_RUS -0.068762 -0.090631 b_country_BRA -0.010010 -0.095260 b_char_fast 0.046924 0.107636 b_char_double 0.052344 0.085708 b_risk -0.153896 -0.168717 b_price -0.066311 -0.094040 gamma_LV_reg_user -0.001130 -0.002434 gamma_LV_university -7.2786e-04 -9.7739e-04 gamma_LV_age_50 6.5134e-04 8.6313e-04 lambda 0.029750 0.048331 zeta_quality 1.3305e-04 -0.006322 zeta_ingredient 0.002921 0.007623 zeta_patent -0.001498 0.002000 zeta_dominance 0.001443 -4.8803e-04 tau_quality_1 -4.1569e-04 0.003630 tau_quality_2 -5.7979e-04 0.002658 tau_quality_3 -6.3765e-04 -0.001282 tau_quality_4 -3.3972e-04 -0.002169 tau_ingredients_1 0.001005 0.002032 tau_ingredients_2 4.3375e-04 7.6626e-04 tau_ingredients_3 -0.001329 -0.003087 tau_ingredients_4 -0.001603 -0.004105 tau_patent_1 6.5916e-04 -0.002297 tau_patent_2 3.7700e-04 -0.001735 tau_patent_3 -6.6091e-04 -6.7104e-04 tau_patent_4 -8.7167e-04 -2.8075e-04 tau_dominance_1 4.9742e-04 3.8505e-04 tau_dominance_2 4.4737e-04 7.8143e-04 tau_dominance_3 -4.2803e-04 0.001128 tau_dominance_4 -5.4654e-04 0.001087 b_country_CH b_country_DK mu_brand_Artemis -0.172074 -0.181317 sig_brand_Artemis 0.002147 0.003490 gamma_Artemis_reg_user -0.004668 -0.001972 gamma_Artemis_university 0.003800 -0.006157 gamma_Artemis_age_50 -0.004713 0.004991 mu_brand_Novum -0.192588 -0.195693 sig_brand_Novum 0.035727 0.006655 gamma_Novum_reg_user 0.009215 0.004282 gamma_Novum_university -6.7714e-04 2.8537e-04 gamma_Novum_age_50 -0.004345 -0.005191 b_brand_BestValue 0.074398 0.041179 b_brand_Supermarket 0.068533 0.058642 b_country_CH 1.000000 0.492957 b_country_DK 0.492957 1.000000 b_country_IND 0.006674 0.042212 b_country_RUS -0.032384 0.005130 b_country_BRA -0.035655 -0.001214 b_char_fast 0.078857 0.036636 b_char_double 0.090883 0.022594 b_risk -0.065618 -0.027365 b_price -0.125105 -0.048635 gamma_LV_reg_user -0.001180 -0.001316 gamma_LV_university -6.2942e-04 -8.6460e-04 gamma_LV_age_50 6.1867e-04 7.2623e-04 lambda 0.036440 0.011898 zeta_quality 2.9566e-04 -0.002654 zeta_ingredient 0.003083 -3.2218e-04 zeta_patent -0.002260 -0.003631 zeta_dominance 0.001157 0.001401 tau_quality_1 -7.4432e-04 0.001267 tau_quality_2 -8.4710e-04 8.9246e-04 tau_quality_3 -4.8149e-04 -6.8283e-04 tau_quality_4 -1.4504e-04 -9.5316e-04 tau_ingredients_1 9.8799e-04 4.902e-05 tau_ingredients_2 4.2130e-04 1.1633e-04 tau_ingredients_3 -0.001114 4.6419e-04 tau_ingredients_4 -0.001411 6.3630e-04 tau_patent_1 7.1519e-04 0.002019 tau_patent_2 3.1963e-04 0.001332 tau_patent_3 -6.5474e-04 -7.1661e-04 tau_patent_4 -9.7723e-04 -0.001284 tau_dominance_1 4.2450e-04 4.2283e-04 tau_dominance_2 4.5793e-04 4.6694e-04 tau_dominance_3 -8.835e-05 -2.9793e-04 tau_dominance_4 -2.8632e-04 -5.3898e-04 b_country_IND b_country_RUS mu_brand_Artemis 0.297558 0.252275 sig_brand_Artemis -0.001450 -0.001364 gamma_Artemis_reg_user 0.001920 -0.003177 gamma_Artemis_university 0.004618 -0.002096 gamma_Artemis_age_50 -0.007282 0.007350 mu_brand_Novum 0.281805 0.236224 sig_brand_Novum 0.006909 0.006170 gamma_Novum_reg_user -0.004098 -0.012217 gamma_Novum_university 0.002282 -0.005425 gamma_Novum_age_50 -0.006584 0.008526 b_brand_BestValue -0.041322 -0.068762 b_brand_Supermarket -0.064395 -0.090631 b_country_CH 0.006674 -0.032384 b_country_DK 0.042212 0.005130 b_country_IND 1.000000 0.442671 b_country_RUS 0.442671 1.000000 b_country_BRA 0.465540 0.424174 b_char_fast -0.056209 -0.063464 b_char_double -0.027369 -0.033248 b_risk 0.052163 0.059998 b_price 0.023276 0.044581 gamma_LV_reg_user 0.001382 0.002548 gamma_LV_university 4.1398e-04 0.001647 gamma_LV_age_50 -9.7672e-04 -0.001089 lambda 0.002710 -0.044830 zeta_quality 0.003835 0.004563 zeta_ingredient 0.002209 -0.004637 zeta_patent 0.005921 0.001900 zeta_dominance -5.0208e-04 -0.003411 tau_quality_1 -0.002289 -0.001954 tau_quality_2 -0.001678 -0.001244 tau_quality_3 4.3577e-04 0.001185 tau_quality_4 9.8420e-04 0.001668 tau_ingredients_1 5.2618e-04 -0.001505 tau_ingredients_2 -6.079e-05 -7.7639e-04 tau_ingredients_3 -0.001335 0.001353 tau_ingredients_4 -0.001708 0.001881 tau_patent_1 -0.003638 9.116e-05 tau_patent_2 -0.002531 4.0657e-04 tau_patent_3 7.8129e-04 0.001095 tau_patent_4 0.001673 0.001221 tau_dominance_1 5.084e-05 -9.7526e-04 tau_dominance_2 2.688e-06 -8.2357e-04 tau_dominance_3 -1.0621e-04 5.8325e-04 tau_dominance_4 1.0001e-04 9.9943e-04 b_country_BRA b_char_fast mu_brand_Artemis 0.275573 0.038700 sig_brand_Artemis -0.003514 0.003504 gamma_Artemis_reg_user -0.003022 0.005209 gamma_Artemis_university 0.001155 0.007781 gamma_Artemis_age_50 0.001499 -9.0284e-04 mu_brand_Novum 0.269148 0.040390 sig_brand_Novum -0.019186 0.045137 gamma_Novum_reg_user -0.005923 0.010615 gamma_Novum_university 1.8472e-04 0.002711 gamma_Novum_age_50 0.002561 -0.001813 b_brand_BestValue -0.010010 0.046924 b_brand_Supermarket -0.095260 0.107636 b_country_CH -0.035655 0.078857 b_country_DK -0.001214 0.036636 b_country_IND 0.465540 -0.056209 b_country_RUS 0.424174 -0.063464 b_country_BRA 1.000000 -0.071008 b_char_fast -0.071008 1.000000 b_char_double -0.053810 0.455044 b_risk 0.032441 -0.083046 b_price 0.068293 -0.144460 gamma_LV_reg_user 0.001331 -0.003600 gamma_LV_university 7.2091e-04 -0.002099 gamma_LV_age_50 -1.7020e-04 0.002534 lambda -0.024318 0.061512 zeta_quality 0.005086 -0.004171 zeta_ingredient -1.5283e-04 0.008772 zeta_patent -0.002172 -0.008786 zeta_dominance -0.003442 1.3534e-04 tau_quality_1 -0.003080 0.001104 tau_quality_2 -0.002543 2.0855e-04 tau_quality_3 7.5076e-04 -0.001952 tau_quality_4 0.001747 -0.001915 tau_ingredients_1 -1.1829e-04 0.002445 tau_ingredients_2 2.364e-05 8.5630e-04 tau_ingredients_3 -1.9191e-04 -0.003273 tau_ingredients_4 -3.4789e-04 -0.004224 tau_patent_1 0.002229 0.004470 tau_patent_2 0.001767 0.003178 tau_patent_3 2.2531e-04 -0.001438 tau_patent_4 -2.5506e-04 -0.003038 tau_dominance_1 -7.6302e-04 5.6038e-04 tau_dominance_2 -3.1532e-04 8.3794e-04 tau_dominance_3 0.001243 8.6490e-04 tau_dominance_4 0.001511 9.2017e-04 b_char_double b_risk mu_brand_Artemis -0.090264 0.039413 sig_brand_Artemis 0.005810 4.828e-05 gamma_Artemis_reg_user 0.006068 -0.008867 gamma_Artemis_university 0.005170 -0.002199 gamma_Artemis_age_50 -0.006195 0.001345 mu_brand_Novum -0.067314 0.041333 sig_brand_Novum 0.079283 -0.023528 gamma_Novum_reg_user 0.008400 -0.008689 gamma_Novum_university -0.002338 -0.002626 gamma_Novum_age_50 -0.005067 -7.8874e-04 b_brand_BestValue 0.052344 -0.153896 b_brand_Supermarket 0.085708 -0.168717 b_country_CH 0.090883 -0.065618 b_country_DK 0.022594 -0.027365 b_country_IND -0.027369 0.052163 b_country_RUS -0.033248 0.059998 b_country_BRA -0.053810 0.032441 b_char_fast 0.455044 -0.083046 b_char_double 1.000000 -0.053036 b_risk -0.053036 1.000000 b_price -0.175973 0.120731 gamma_LV_reg_user -0.002812 0.004410 gamma_LV_university -0.001600 0.002467 gamma_LV_age_50 0.001742 -0.002294 lambda 0.061999 -0.050655 zeta_quality -0.002629 0.009968 zeta_ingredient 0.006070 -0.006312 zeta_patent -0.005080 0.007138 zeta_dominance 0.002233 -0.002288 tau_quality_1 5.8588e-04 -0.004482 tau_quality_2 1.8907e-04 -0.002789 tau_quality_3 -0.001154 0.002495 tau_quality_4 -0.001249 0.003526 tau_ingredients_1 0.001825 -0.002077 tau_ingredients_2 5.6804e-04 -0.001123 tau_ingredients_3 -0.002380 0.001521 tau_ingredients_4 -0.002932 0.002200 tau_patent_1 0.002354 -0.002800 tau_patent_2 0.001642 -0.001650 tau_patent_3 -9.9725e-04 0.001883 tau_patent_4 -0.001951 0.002921 tau_dominance_1 7.9603e-04 -0.001021 tau_dominance_2 7.9123e-04 -0.001101 tau_dominance_3 -1.4174e-04 -3.6359e-04 tau_dominance_4 -3.6537e-04 -7.901e-05 b_price gamma_LV_reg_user mu_brand_Artemis -0.280559 -0.125117 sig_brand_Artemis -0.004301 0.002340 gamma_Artemis_reg_user -0.002821 -0.459062 gamma_Artemis_university -0.007861 -0.093406 gamma_Artemis_age_50 0.005913 0.047719 mu_brand_Novum -0.246151 -0.123432 sig_brand_Novum -0.090269 0.019370 gamma_Novum_reg_user -0.017954 -0.440282 gamma_Novum_university -0.003031 -0.088496 gamma_Novum_age_50 0.012308 0.045811 b_brand_BestValue -0.066311 -0.001130 b_brand_Supermarket -0.094040 -0.002434 b_country_CH -0.125105 -0.001180 b_country_DK -0.048635 -0.001316 b_country_IND 0.023276 0.001382 b_country_RUS 0.044581 0.002548 b_country_BRA 0.068293 0.001331 b_char_fast -0.144460 -0.003600 b_char_double -0.175973 -0.002812 b_risk 0.120731 0.004410 b_price 1.000000 7.0237e-04 gamma_LV_reg_user 7.0237e-04 1.000000 gamma_LV_university 3.588e-05 0.145395 gamma_LV_age_50 -6.0031e-04 -0.044628 lambda -0.064919 0.025414 zeta_quality -6.3457e-04 0.276873 zeta_ingredient -0.004658 -0.234455 zeta_patent 1.4204e-04 0.235063 zeta_dominance 7.0041e-04 -0.158443 tau_quality_1 8.7392e-04 0.199662 tau_quality_2 9.0271e-04 0.257360 tau_quality_3 4.3522e-04 0.326138 tau_quality_4 9.245e-06 0.282337 tau_ingredients_1 -0.001085 -0.265805 tau_ingredients_2 -2.3757e-04 -0.307214 tau_ingredients_3 0.002246 -0.260596 tau_ingredients_4 0.002803 -0.210506 tau_patent_1 3.3665e-04 0.229489 tau_patent_2 4.5604e-04 0.284364 tau_patent_3 4.1355e-04 0.336350 tau_patent_4 3.1092e-04 0.309045 tau_dominance_1 -1.0326e-04 -0.200246 tau_dominance_2 -4.3609e-04 -0.258306 tau_dominance_3 -8.2561e-04 -0.245346 tau_dominance_4 -7.9613e-04 -0.197591 gamma_LV_university gamma_LV_age_50 mu_brand_Artemis -0.137522 -0.134351 sig_brand_Artemis 0.003032 0.008713 gamma_Artemis_reg_user -0.091845 0.048979 gamma_Artemis_university -0.431749 0.029741 gamma_Artemis_age_50 0.028398 -0.423834 mu_brand_Novum -0.135236 -0.131493 sig_brand_Novum 0.013133 -0.010735 gamma_Novum_reg_user -0.088165 0.047295 gamma_Novum_university -0.411963 0.028308 gamma_Novum_age_50 0.027041 -0.404368 b_brand_BestValue -7.2786e-04 6.5134e-04 b_brand_Supermarket -9.7739e-04 8.6313e-04 b_country_CH -6.2942e-04 6.1867e-04 b_country_DK -8.6460e-04 7.2623e-04 b_country_IND 4.1398e-04 -9.7672e-04 b_country_RUS 0.001647 -0.001089 b_country_BRA 7.2091e-04 -1.7020e-04 b_char_fast -0.002099 0.002534 b_char_double -0.001600 0.001742 b_risk 0.002467 -0.002294 b_price 3.588e-05 -6.0031e-04 gamma_LV_reg_user 0.145395 -0.044628 gamma_LV_university 1.000000 -0.030606 gamma_LV_age_50 -0.030606 1.000000 lambda 0.015741 -0.007307 zeta_quality 0.146694 -0.112432 zeta_ingredient -0.129134 0.138642 zeta_patent 0.120758 -0.155502 zeta_dominance -0.167684 0.048886 tau_quality_1 0.270070 0.301145 tau_quality_2 0.320373 0.340498 tau_quality_3 0.349295 0.330783 tau_quality_4 0.289348 0.258454 tau_ingredients_1 -0.280096 -0.251069 tau_ingredients_2 -0.335915 -0.324430 tau_ingredients_3 -0.311933 -0.340990 tau_ingredients_4 -0.263036 -0.303264 tau_patent_1 0.283549 0.331379 tau_patent_2 0.341488 0.375182 tau_patent_3 0.377072 0.363777 tau_patent_4 0.329330 0.299694 tau_dominance_1 -0.227201 -0.211779 tau_dominance_2 -0.283225 -0.275042 tau_dominance_3 -0.237061 -0.257438 tau_dominance_4 -0.178451 -0.204214 lambda zeta_quality mu_brand_Artemis 0.090766 -0.006210 sig_brand_Artemis -0.006812 -0.006878 gamma_Artemis_reg_user 0.355843 -0.207400 gamma_Artemis_university 0.222631 -0.111679 gamma_Artemis_age_50 -0.179254 0.086205 mu_brand_Novum 0.087678 -0.007182 sig_brand_Novum -0.051748 0.028405 gamma_Novum_reg_user 0.346396 -0.201412 gamma_Novum_university 0.212567 -0.104584 gamma_Novum_age_50 -0.173033 0.081621 b_brand_BestValue 0.029750 1.3305e-04 b_brand_Supermarket 0.048331 -0.006322 b_country_CH 0.036440 2.9566e-04 b_country_DK 0.011898 -0.002654 b_country_IND 0.002710 0.003835 b_country_RUS -0.044830 0.004563 b_country_BRA -0.024318 0.005086 b_char_fast 0.061512 -0.004171 b_char_double 0.061999 -0.002629 b_risk -0.050655 0.009968 b_price -0.064919 -6.3457e-04 gamma_LV_reg_user 0.025414 0.276873 gamma_LV_university 0.015741 0.146694 gamma_LV_age_50 -0.007307 -0.112432 lambda 1.000000 0.011926 zeta_quality 0.011926 1.000000 zeta_ingredient 0.006726 -0.145769 zeta_patent 0.002413 0.102321 zeta_dominance -0.040355 -0.085676 tau_quality_1 0.029220 -0.466274 tau_quality_2 0.013382 -0.355114 tau_quality_3 -0.025759 0.129098 tau_quality_4 -0.029164 0.251296 tau_ingredients_1 0.027368 -0.059153 tau_ingredients_2 0.016328 -0.063003 tau_ingredients_3 -0.027129 -0.046052 tau_ingredients_4 -0.040587 -0.035732 tau_patent_1 0.041160 0.070195 tau_patent_2 0.023180 0.075307 tau_patent_3 -0.023126 0.067164 tau_patent_4 -0.034676 0.053618 tau_dominance_1 0.012000 -0.039246 tau_dominance_2 0.013755 -0.053584 tau_dominance_3 8.5057e-04 -0.063575 tau_dominance_4 -0.005696 -0.055437 zeta_ingredient zeta_patent mu_brand_Artemis 0.011846 -0.005593 sig_brand_Artemis -0.002500 0.001118 gamma_Artemis_reg_user 0.183075 -0.179308 gamma_Artemis_university 0.099893 -0.094829 gamma_Artemis_age_50 -0.109545 0.120315 mu_brand_Novum 0.011936 -0.007515 sig_brand_Novum -0.036218 0.036389 gamma_Novum_reg_user 0.175829 -0.171092 gamma_Novum_university 0.095593 -0.090699 gamma_Novum_age_50 -0.104070 0.116967 b_brand_BestValue 0.002921 -0.001498 b_brand_Supermarket 0.007623 0.002000 b_country_CH 0.003083 -0.002260 b_country_DK -3.2218e-04 -0.003631 b_country_IND 0.002209 0.005921 b_country_RUS -0.004637 0.001900 b_country_BRA -1.5283e-04 -0.002172 b_char_fast 0.008772 -0.008786 b_char_double 0.006070 -0.005080 b_risk -0.006312 0.007138 b_price -0.004658 1.4204e-04 gamma_LV_reg_user -0.234455 0.235063 gamma_LV_university -0.129134 0.120758 gamma_LV_age_50 0.138642 -0.155502 lambda 0.006726 0.002413 zeta_quality -0.145769 0.102321 zeta_ingredient 1.000000 -0.126049 zeta_patent -0.126049 1.000000 zeta_dominance 0.092141 -0.054813 tau_quality_1 -0.013560 0.039364 tau_quality_2 -0.025032 0.044440 tau_quality_3 -0.044961 0.032690 tau_quality_4 -0.041742 0.020495 tau_ingredients_1 0.187816 -0.025379 tau_ingredients_2 0.048413 -0.025708 tau_ingredients_3 -0.357548 -0.020810 tau_ingredients_4 -0.461136 -0.017503 tau_patent_1 -0.029452 -0.508681 tau_patent_2 -0.034468 -0.380463 tau_patent_3 -0.037670 0.072941 tau_patent_4 -0.036045 0.223146 tau_dominance_1 0.025081 -0.011836 tau_dominance_2 0.034508 -0.024966 tau_dominance_3 0.034561 -0.047610 tau_dominance_4 0.028310 -0.045352 zeta_dominance tau_quality_1 mu_brand_Artemis 4.4007e-04 -0.166606 sig_brand_Artemis -0.008247 0.009529 gamma_Artemis_reg_user 0.106058 -0.049048 gamma_Artemis_university 0.122405 -0.097824 gamma_Artemis_age_50 -0.028550 -0.133406 mu_brand_Novum 4.7532e-04 -0.162819 sig_brand_Novum -0.019556 -0.010046 gamma_Novum_reg_user 0.103290 -0.045402 gamma_Novum_university 0.117026 -0.094492 gamma_Novum_age_50 -0.026571 -0.126819 b_brand_BestValue 0.001443 -4.1569e-04 b_brand_Supermarket -4.8803e-04 0.003630 b_country_CH 0.001157 -7.4432e-04 b_country_DK 0.001401 0.001267 b_country_IND -5.0208e-04 -0.002289 b_country_RUS -0.003411 -0.001954 b_country_BRA -0.003442 -0.003080 b_char_fast 1.3534e-04 0.001104 b_char_double 0.002233 5.8588e-04 b_risk -0.002288 -0.004482 b_price 7.0041e-04 8.7392e-04 gamma_LV_reg_user -0.158443 0.199662 gamma_LV_university -0.167684 0.270070 gamma_LV_age_50 0.048886 0.301145 lambda -0.040355 0.029220 zeta_quality -0.085676 -0.466274 zeta_ingredient 0.092141 -0.013560 zeta_patent -0.054813 0.039364 zeta_dominance 1.000000 -0.058552 tau_quality_1 -0.058552 1.000000 tau_quality_2 -0.067121 0.823546 tau_quality_3 -0.064796 0.387643 tau_quality_4 -0.051063 0.210193 tau_ingredients_1 0.053518 -0.256027 tau_ingredients_2 0.064973 -0.315631 tau_ingredients_3 0.057903 -0.305237 tau_ingredients_4 0.048800 -0.260882 tau_patent_1 -0.077306 0.260458 tau_patent_2 -0.080205 0.316467 tau_patent_3 -0.065248 0.353380 tau_patent_4 -0.049038 0.312829 tau_dominance_1 0.129164 -0.209162 tau_dominance_2 0.032584 -0.265962 tau_dominance_3 -0.381337 -0.234404 tau_dominance_4 -0.445353 -0.181446 tau_quality_2 tau_quality_3 mu_brand_Artemis -0.194523 -0.201018 sig_brand_Artemis 0.009237 0.005437 gamma_Artemis_reg_user -0.084513 -0.150254 gamma_Artemis_university -0.124091 -0.153814 gamma_Artemis_age_50 -0.144467 -0.126359 mu_brand_Novum -0.190308 -0.197313 sig_brand_Novum -0.005339 0.007750 gamma_Novum_reg_user -0.079778 -0.144254 gamma_Novum_university -0.119287 -0.146479 gamma_Novum_age_50 -0.137473 -0.120425 b_brand_BestValue -5.7979e-04 -6.3765e-04 b_brand_Supermarket 0.002658 -0.001282 b_country_CH -8.4710e-04 -4.8149e-04 b_country_DK 8.9246e-04 -6.8283e-04 b_country_IND -0.001678 4.3577e-04 b_country_RUS -0.001244 0.001185 b_country_BRA -0.002543 7.5076e-04 b_char_fast 2.0855e-04 -0.001952 b_char_double 1.8907e-04 -0.001154 b_risk -0.002789 0.002495 b_price 9.0271e-04 4.3522e-04 gamma_LV_reg_user 0.257360 0.326138 gamma_LV_university 0.320373 0.349295 gamma_LV_age_50 0.340498 0.330783 lambda 0.013382 -0.025759 zeta_quality -0.355114 0.129098 zeta_ingredient -0.025032 -0.044961 zeta_patent 0.044440 0.032690 zeta_dominance -0.067121 -0.064796 tau_quality_1 0.823546 0.387643 tau_quality_2 1.000000 0.515470 tau_quality_3 0.515470 1.000000 tau_quality_4 0.316569 0.702262 tau_ingredients_1 -0.301833 -0.323749 tau_ingredients_2 -0.371375 -0.395727 tau_ingredients_3 -0.357540 -0.377857 tau_ingredients_4 -0.305062 -0.322555 tau_patent_1 0.311725 0.350942 tau_patent_2 0.376663 0.414709 tau_patent_3 0.415687 0.441752 tau_patent_4 0.365717 0.382686 tau_dominance_1 -0.245116 -0.259462 tau_dominance_2 -0.313100 -0.334258 tau_dominance_3 -0.280279 -0.309933 tau_dominance_4 -0.218278 -0.245668 tau_quality_4 tau_ingredients_1 mu_brand_Artemis -0.160113 0.158674 sig_brand_Artemis 0.003537 -0.006017 gamma_Artemis_reg_user -0.140871 0.129008 gamma_Artemis_university -0.133815 0.127083 gamma_Artemis_age_50 -0.094492 0.090593 mu_brand_Novum -0.157452 0.155919 sig_brand_Novum 0.010307 -0.010338 gamma_Novum_reg_user -0.135699 0.123662 gamma_Novum_university -0.126996 0.121105 gamma_Novum_age_50 -0.090091 0.086276 b_brand_BestValue -3.3972e-04 0.001005 b_brand_Supermarket -0.002169 0.002032 b_country_CH -1.4504e-04 9.8799e-04 b_country_DK -9.5316e-04 4.902e-05 b_country_IND 9.8420e-04 5.2618e-04 b_country_RUS 0.001668 -0.001505 b_country_BRA 0.001747 -1.1829e-04 b_char_fast -0.001915 0.002445 b_char_double -0.001249 0.001825 b_risk 0.003526 -0.002077 b_price 9.245e-06 -0.001085 gamma_LV_reg_user 0.282337 -0.265805 gamma_LV_university 0.289348 -0.280096 gamma_LV_age_50 0.258454 -0.251069 lambda -0.029164 0.027368 zeta_quality 0.251296 -0.059153 zeta_ingredient -0.041742 0.187816 zeta_patent 0.020495 -0.025379 zeta_dominance -0.051063 0.053518 tau_quality_1 0.210193 -0.256027 tau_quality_2 0.316569 -0.301833 tau_quality_3 0.702262 -0.323749 tau_quality_4 1.000000 -0.264642 tau_ingredients_1 -0.264642 1.000000 tau_ingredients_2 -0.322263 0.694042 tau_ingredients_3 -0.307205 0.350894 tau_ingredients_4 -0.262799 0.242883 tau_patent_1 0.293289 -0.279299 tau_patent_2 0.342750 -0.328093 tau_patent_3 0.358675 -0.346358 tau_patent_4 0.308775 -0.299984 tau_dominance_1 -0.211083 0.204642 tau_dominance_2 -0.272448 0.263460 tau_dominance_3 -0.255836 0.244013 tau_dominance_4 -0.204305 0.193620 tau_ingredients_2 tau_ingredients_3 mu_brand_Artemis 0.194652 0.184508 sig_brand_Artemis -0.006511 -0.004746 gamma_Artemis_reg_user 0.135352 0.084710 gamma_Artemis_university 0.144741 0.119431 gamma_Artemis_age_50 0.126670 0.151443 mu_brand_Novum 0.191199 0.181171 sig_brand_Novum -0.005002 0.010261 gamma_Novum_reg_user 0.129628 0.080938 gamma_Novum_university 0.137877 0.113555 gamma_Novum_age_50 0.120504 0.143813 b_brand_BestValue 4.3375e-04 -0.001329 b_brand_Supermarket 7.6626e-04 -0.003087 b_country_CH 4.2130e-04 -0.001114 b_country_DK 1.1633e-04 4.6419e-04 b_country_IND -6.079e-05 -0.001335 b_country_RUS -7.7639e-04 0.001353 b_country_BRA 2.364e-05 -1.9191e-04 b_char_fast 8.5630e-04 -0.003273 b_char_double 5.6804e-04 -0.002380 b_risk -0.001123 0.001521 b_price -2.3757e-04 0.002246 gamma_LV_reg_user -0.307214 -0.260596 gamma_LV_university -0.335915 -0.311933 gamma_LV_age_50 -0.324430 -0.340990 lambda 0.016328 -0.027129 zeta_quality -0.063003 -0.046052 zeta_ingredient 0.048413 -0.357548 zeta_patent -0.025708 -0.020810 zeta_dominance 0.064973 0.057903 tau_quality_1 -0.315631 -0.305237 tau_quality_2 -0.371375 -0.357540 tau_quality_3 -0.395727 -0.377857 tau_quality_4 -0.322263 -0.307205 tau_ingredients_1 0.694042 0.350894 tau_ingredients_2 1.000000 0.559022 tau_ingredients_3 0.559022 1.000000 tau_ingredients_4 0.425826 0.805195 tau_patent_1 -0.341161 -0.322222 tau_patent_2 -0.402068 -0.382816 tau_patent_3 -0.425664 -0.410138 tau_patent_4 -0.367963 -0.355346 tau_dominance_1 0.250646 0.240573 tau_dominance_2 0.321875 0.307669 tau_dominance_3 0.296414 0.281810 tau_dominance_4 0.234300 0.222017 tau_ingredients_4 tau_patent_1 mu_brand_Artemis 0.155164 -0.169720 sig_brand_Artemis -0.003394 0.004376 gamma_Artemis_reg_user 0.056443 -0.065384 gamma_Artemis_university 0.095825 -0.102370 gamma_Artemis_age_50 0.141857 -0.156618 mu_brand_Novum 0.152319 -0.165260 sig_brand_Novum 0.014737 -0.016084 gamma_Novum_reg_user 0.053877 -0.063242 gamma_Novum_university 0.090990 -0.097493 gamma_Novum_age_50 0.134723 -0.150714 b_brand_BestValue -0.001603 6.5916e-04 b_brand_Supermarket -0.004105 -0.002297 b_country_CH -0.001411 7.1519e-04 b_country_DK 6.3630e-04 0.002019 b_country_IND -0.001708 -0.003638 b_country_RUS 0.001881 9.116e-05 b_country_BRA -3.4789e-04 0.002229 b_char_fast -0.004224 0.004470 b_char_double -0.002932 0.002354 b_risk 0.002200 -0.002800 b_price 0.002803 3.3665e-04 gamma_LV_reg_user -0.210506 0.229489 gamma_LV_university -0.263036 0.283549 gamma_LV_age_50 -0.303264 0.331379 lambda -0.040587 0.041160 zeta_quality -0.035732 0.070195 zeta_ingredient -0.461136 -0.029452 zeta_patent -0.017503 -0.508681 zeta_dominance 0.048800 -0.077306 tau_quality_1 -0.260882 0.260458 tau_quality_2 -0.305062 0.311725 tau_quality_3 -0.322555 0.350942 tau_quality_4 -0.262799 0.293289 tau_ingredients_1 0.242883 -0.279299 tau_ingredients_2 0.425826 -0.341161 tau_ingredients_3 0.805195 -0.322222 tau_ingredients_4 1.000000 -0.272656 tau_patent_1 -0.272656 1.000000 tau_patent_2 -0.325073 0.819425 tau_patent_3 -0.351355 0.437650 tau_patent_4 -0.305330 0.265597 tau_dominance_1 0.206055 -0.227433 tau_dominance_2 0.262729 -0.285509 tau_dominance_3 0.239537 -0.247058 tau_dominance_4 0.188443 -0.190326 tau_patent_2 tau_patent_3 mu_brand_Artemis -0.203382 -0.217226 sig_brand_Artemis 0.005994 0.007303 gamma_Artemis_reg_user -0.096087 -0.147587 gamma_Artemis_university -0.131476 -0.164624 gamma_Artemis_age_50 -0.167079 -0.141841 mu_brand_Novum -0.198696 -0.213464 sig_brand_Novum -0.008908 0.008953 gamma_Novum_reg_user -0.092497 -0.141437 gamma_Novum_university -0.125382 -0.156915 gamma_Novum_age_50 -0.160236 -0.135024 b_brand_BestValue 3.7700e-04 -6.6091e-04 b_brand_Supermarket -0.001735 -6.7104e-04 b_country_CH 3.1963e-04 -6.5474e-04 b_country_DK 0.001332 -7.1661e-04 b_country_IND -0.002531 7.8129e-04 b_country_RUS 4.0657e-04 0.001095 b_country_BRA 0.001767 2.2531e-04 b_char_fast 0.003178 -0.001438 b_char_double 0.001642 -9.9725e-04 b_risk -0.001650 0.001883 b_price 4.5604e-04 4.1355e-04 gamma_LV_reg_user 0.284364 0.336350 gamma_LV_university 0.341488 0.377072 gamma_LV_age_50 0.375182 0.363777 lambda 0.023180 -0.023126 zeta_quality 0.075307 0.067164 zeta_ingredient -0.034468 -0.037670 zeta_patent -0.380463 0.072941 zeta_dominance -0.080205 -0.065248 tau_quality_1 0.316467 0.353380 tau_quality_2 0.376663 0.415687 tau_quality_3 0.414709 0.441752 tau_quality_4 0.342750 0.358675 tau_ingredients_1 -0.328093 -0.346358 tau_ingredients_2 -0.402068 -0.425664 tau_ingredients_3 -0.382816 -0.410138 tau_ingredients_4 -0.325073 -0.351355 tau_patent_1 0.819425 0.437650 tau_patent_2 1.000000 0.583216 tau_patent_3 0.583216 1.000000 tau_patent_4 0.397652 0.765255 tau_dominance_1 -0.266115 -0.278785 tau_dominance_2 -0.337448 -0.359651 tau_dominance_3 -0.299706 -0.334104 tau_dominance_4 -0.233153 -0.264864 tau_patent_4 tau_dominance_1 mu_brand_Artemis -0.188512 0.124199 sig_brand_Artemis 0.006594 -0.005728 gamma_Artemis_reg_user -0.147633 0.090093 gamma_Artemis_university -0.149043 0.102751 gamma_Artemis_age_50 -0.107707 0.084051 mu_brand_Novum -0.185620 0.122004 sig_brand_Novum 0.013129 -0.005226 gamma_Novum_reg_user -0.141298 0.086527 gamma_Novum_university -0.142044 0.097868 gamma_Novum_age_50 -0.102053 0.080127 b_brand_BestValue -8.7167e-04 4.9742e-04 b_brand_Supermarket -2.8075e-04 3.8505e-04 b_country_CH -9.7723e-04 4.2450e-04 b_country_DK -0.001284 4.2283e-04 b_country_IND 0.001673 5.084e-05 b_country_RUS 0.001221 -9.7526e-04 b_country_BRA -2.5506e-04 -7.6302e-04 b_char_fast -0.003038 5.6038e-04 b_char_double -0.001951 7.9603e-04 b_risk 0.002921 -0.001021 b_price 3.1092e-04 -1.0326e-04 gamma_LV_reg_user 0.309045 -0.200246 gamma_LV_university 0.329330 -0.227201 gamma_LV_age_50 0.299694 -0.211779 lambda -0.034676 0.012000 zeta_quality 0.053618 -0.039246 zeta_ingredient -0.036045 0.025081 zeta_patent 0.223146 -0.011836 zeta_dominance -0.049038 0.129164 tau_quality_1 0.312829 -0.209162 tau_quality_2 0.365717 -0.245116 tau_quality_3 0.382686 -0.259462 tau_quality_4 0.308775 -0.211083 tau_ingredients_1 -0.299984 0.204642 tau_ingredients_2 -0.367963 0.250646 tau_ingredients_3 -0.355346 0.240573 tau_ingredients_4 -0.305330 0.206055 tau_patent_1 0.265597 -0.227433 tau_patent_2 0.397652 -0.266115 tau_patent_3 0.765255 -0.278785 tau_patent_4 1.000000 -0.239994 tau_dominance_1 -0.239994 1.000000 tau_dominance_2 -0.311743 0.653181 tau_dominance_3 -0.295368 0.277868 tau_dominance_4 -0.236290 0.181354 tau_dominance_2 tau_dominance_3 mu_brand_Artemis 0.163477 0.160428 sig_brand_Artemis -0.005204 -4.7248e-04 gamma_Artemis_reg_user 0.113684 0.100692 gamma_Artemis_university 0.122303 0.084389 gamma_Artemis_age_50 0.108526 0.098552 mu_brand_Novum 0.160642 0.157592 sig_brand_Novum -0.005113 0.003109 gamma_Novum_reg_user 0.108971 0.095742 gamma_Novum_university 0.116430 0.080237 gamma_Novum_age_50 0.103353 0.093570 b_brand_BestValue 4.4737e-04 -4.2803e-04 b_brand_Supermarket 7.8143e-04 0.001128 b_country_CH 4.5793e-04 -8.835e-05 b_country_DK 4.6694e-04 -2.9793e-04 b_country_IND 2.688e-06 -1.0621e-04 b_country_RUS -8.2357e-04 5.8325e-04 b_country_BRA -3.1532e-04 0.001243 b_char_fast 8.3794e-04 8.6490e-04 b_char_double 7.9123e-04 -1.4174e-04 b_risk -0.001101 -3.6359e-04 b_price -4.3609e-04 -8.2561e-04 gamma_LV_reg_user -0.258306 -0.245346 gamma_LV_university -0.283225 -0.237061 gamma_LV_age_50 -0.275042 -0.257438 lambda 0.013755 8.5057e-04 zeta_quality -0.053584 -0.063575 zeta_ingredient 0.034508 0.034561 zeta_patent -0.024966 -0.047610 zeta_dominance 0.032584 -0.381337 tau_quality_1 -0.265962 -0.234404 tau_quality_2 -0.313100 -0.280279 tau_quality_3 -0.334258 -0.309933 tau_quality_4 -0.272448 -0.255836 tau_ingredients_1 0.263460 0.244013 tau_ingredients_2 0.321875 0.296414 tau_ingredients_3 0.307669 0.281810 tau_ingredients_4 0.262729 0.239537 tau_patent_1 -0.285509 -0.247058 tau_patent_2 -0.337448 -0.299706 tau_patent_3 -0.359651 -0.334104 tau_patent_4 -0.311743 -0.295368 tau_dominance_1 0.653181 0.277868 tau_dominance_2 1.000000 0.465517 tau_dominance_3 0.465517 1.000000 tau_dominance_4 0.330438 0.748787 tau_dominance_4 mu_brand_Artemis 0.130226 sig_brand_Artemis 0.001285 gamma_Artemis_reg_user 0.078247 gamma_Artemis_university 0.055849 gamma_Artemis_age_50 0.076809 mu_brand_Novum 0.127842 sig_brand_Novum 0.005966 gamma_Novum_reg_user 0.074044 gamma_Novum_university 0.053037 gamma_Novum_age_50 0.072826 b_brand_BestValue -5.4654e-04 b_brand_Supermarket 0.001087 b_country_CH -2.8632e-04 b_country_DK -5.3898e-04 b_country_IND 1.0001e-04 b_country_RUS 9.9943e-04 b_country_BRA 0.001511 b_char_fast 9.2017e-04 b_char_double -3.6537e-04 b_risk -7.901e-05 b_price -7.9613e-04 gamma_LV_reg_user -0.197591 gamma_LV_university -0.178451 gamma_LV_age_50 -0.204214 lambda -0.005696 zeta_quality -0.055437 zeta_ingredient 0.028310 zeta_patent -0.045352 zeta_dominance -0.445353 tau_quality_1 -0.181446 tau_quality_2 -0.218278 tau_quality_3 -0.245668 tau_quality_4 -0.204305 tau_ingredients_1 0.193620 tau_ingredients_2 0.234300 tau_ingredients_3 0.222017 tau_ingredients_4 0.188443 tau_patent_1 -0.190326 tau_patent_2 -0.233153 tau_patent_3 -0.264864 tau_patent_4 -0.236290 tau_dominance_1 0.181354 tau_dominance_2 0.330438 tau_dominance_3 0.748787 tau_dominance_4 1.000000 Robust correlation matrix: mu_brand_Artemis sig_brand_Artemis mu_brand_Artemis 1.000000 -0.037530 sig_brand_Artemis -0.037530 1.000000 gamma_Artemis_reg_user -0.184297 -0.012626 gamma_Artemis_university -0.257030 -0.068199 gamma_Artemis_age_50 -0.177354 -0.010893 mu_brand_Novum 0.807205 -0.047967 sig_brand_Novum 0.014649 -0.003119 gamma_Novum_reg_user -0.087693 0.020101 gamma_Novum_university -0.090119 -0.036856 gamma_Novum_age_50 -0.079538 0.035559 b_brand_BestValue 0.364142 -0.015461 b_brand_Supermarket 0.305028 0.015013 b_country_CH -0.130413 -0.022493 b_country_DK -0.147471 0.014571 b_country_IND 0.316844 -0.024687 b_country_RUS 0.284288 -0.066099 b_country_BRA 0.264934 -0.045891 b_char_fast 0.036038 -0.021116 b_char_double -0.072480 -0.007758 b_risk 0.044065 -0.033920 b_price -0.291823 0.002589 gamma_LV_reg_user -0.130436 -0.076585 gamma_LV_university -0.118535 0.030854 gamma_LV_age_50 -0.194055 0.104968 lambda 0.039220 -0.081696 zeta_quality -0.003513 -0.099545 zeta_ingredient -0.069463 -0.008820 zeta_patent -0.027856 -0.015458 zeta_dominance 0.007347 -0.159833 tau_quality_1 -0.183066 0.068401 tau_quality_2 -0.191337 0.051300 tau_quality_3 -0.230729 0.024067 tau_quality_4 -0.186406 0.004622 tau_ingredients_1 0.163979 -0.026518 tau_ingredients_2 0.199639 -0.019990 tau_ingredients_3 0.210244 -0.006517 tau_ingredients_4 0.196133 0.004931 tau_patent_1 -0.139661 0.033955 tau_patent_2 -0.193193 -0.001224 tau_patent_3 -0.214659 0.039237 tau_patent_4 -0.197691 0.026102 tau_dominance_1 0.173706 -0.021371 tau_dominance_2 0.206418 -0.036584 tau_dominance_3 0.238277 0.072824 tau_dominance_4 0.153010 0.091955 gamma_Artemis_reg_user gamma_Artemis_university mu_brand_Artemis -0.184297 -0.257030 sig_brand_Artemis -0.012626 -0.068199 gamma_Artemis_reg_user 1.000000 0.152815 gamma_Artemis_university 0.152815 1.000000 gamma_Artemis_age_50 -0.142962 -0.072749 mu_brand_Novum -0.090868 -0.144631 sig_brand_Novum -0.064866 -0.040059 gamma_Novum_reg_user 0.691930 0.129123 gamma_Novum_university 0.153327 0.633654 gamma_Novum_age_50 -0.134797 -0.071267 b_brand_BestValue -0.027529 -0.033262 b_brand_Supermarket 0.057104 0.008534 b_country_CH -0.013724 0.061734 b_country_DK -0.046125 0.044053 b_country_IND -0.038991 -0.026011 b_country_RUS -0.013851 -0.042193 b_country_BRA -0.027171 -0.007381 b_char_fast 0.002835 0.029124 b_char_double 0.049259 0.015441 b_risk -0.027730 -0.023178 b_price 0.054418 0.017341 gamma_LV_reg_user -0.454094 -0.043695 gamma_LV_university -0.046666 -0.412419 gamma_LV_age_50 0.067962 0.034729 lambda 0.397824 0.223459 zeta_quality -0.250833 -0.098727 zeta_ingredient 0.228382 0.050002 zeta_patent -0.182161 -0.056457 zeta_dominance 0.052126 0.157181 tau_quality_1 0.008377 -0.122110 tau_quality_2 -0.070229 -0.119932 tau_quality_3 -0.130366 -0.131145 tau_quality_4 -0.148562 -0.055875 tau_ingredients_1 0.083769 0.103794 tau_ingredients_2 0.112443 0.118922 tau_ingredients_3 0.075067 0.131215 tau_ingredients_4 0.041763 0.137828 tau_patent_1 -0.036349 -0.095538 tau_patent_2 -0.086592 -0.122496 tau_patent_3 -0.127366 -0.180659 tau_patent_4 -0.118169 -0.184033 tau_dominance_1 0.075269 0.083184 tau_dominance_2 0.084216 0.104334 tau_dominance_3 0.084842 0.054592 tau_dominance_4 0.104646 0.040260 gamma_Artemis_age_50 mu_brand_Novum mu_brand_Artemis -0.177354 0.807205 sig_brand_Artemis -0.010893 -0.047967 gamma_Artemis_reg_user -0.142962 -0.090868 gamma_Artemis_university -0.072749 -0.144631 gamma_Artemis_age_50 1.000000 -0.085564 mu_brand_Novum -0.085564 1.000000 sig_brand_Novum 0.037240 -0.023249 gamma_Novum_reg_user -0.119711 -0.180895 gamma_Novum_university -0.074430 -0.229819 gamma_Novum_age_50 0.633571 -0.229110 b_brand_BestValue 0.036376 0.349945 b_brand_Supermarket -0.025894 0.320852 b_country_CH -0.047280 -0.158059 b_country_DK -9.1025e-04 -0.140090 b_country_IND 0.007363 0.308991 b_country_RUS 0.030189 0.272382 b_country_BRA 0.032194 0.260623 b_char_fast -0.041686 0.026237 b_char_double -0.044726 -0.057879 b_risk 0.005297 0.064887 b_price 0.005201 -0.231214 gamma_LV_reg_user 0.042983 -0.122898 gamma_LV_university 0.021313 -0.110518 gamma_LV_age_50 -0.435628 -0.180521 lambda -0.183709 0.030177 zeta_quality 0.103079 -0.010080 zeta_ingredient -0.122104 -0.072577 zeta_patent 0.140548 -0.023585 zeta_dominance 0.010334 -0.007039 tau_quality_1 -0.147773 -0.166093 tau_quality_2 -0.158391 -0.181678 tau_quality_3 -0.126899 -0.208552 tau_quality_4 -0.098466 -0.159388 tau_ingredients_1 0.107088 0.156129 tau_ingredients_2 0.147416 0.154618 tau_ingredients_3 0.160985 0.197511 tau_ingredients_4 0.144607 0.180370 tau_patent_1 -0.155833 -0.138401 tau_patent_2 -0.176658 -0.188243 tau_patent_3 -0.131191 -0.228511 tau_patent_4 -0.107078 -0.204837 tau_dominance_1 0.081200 0.148827 tau_dominance_2 0.076118 0.180709 tau_dominance_3 0.027489 0.222013 tau_dominance_4 0.032021 0.155113 sig_brand_Novum gamma_Novum_reg_user mu_brand_Artemis 0.014649 -0.08769 sig_brand_Artemis -0.003119 0.02010 gamma_Artemis_reg_user -0.064866 0.69193 gamma_Artemis_university -0.040059 0.12912 gamma_Artemis_age_50 0.037240 -0.11971 mu_brand_Novum -0.023249 -0.18089 sig_brand_Novum 1.000000 -0.01953 gamma_Novum_reg_user -0.019532 1.00000 gamma_Novum_university -0.120729 0.12219 gamma_Novum_age_50 0.058833 -0.16352 b_brand_BestValue 0.013806 -0.04559 b_brand_Supermarket -0.032399 0.05198 b_country_CH 0.025007 0.02962 b_country_DK -0.044048 -0.01368 b_country_IND -0.004804 -0.02274 b_country_RUS 0.005711 -0.03222 b_country_BRA -0.008335 -0.01333 b_char_fast 0.067575 0.03788 b_char_double 0.062973 0.02711 b_risk -0.054711 -0.02137 b_price -0.081259 0.02552 gamma_LV_reg_user -0.018375 -0.46971 gamma_LV_university 0.019472 -0.04223 gamma_LV_age_50 0.001384 0.06622 lambda -0.050604 0.35124 zeta_quality 0.009221 -0.22875 zeta_ingredient -0.004447 0.22759 zeta_patent 0.023089 -0.16824 zeta_dominance 0.007223 0.05485 tau_quality_1 -0.020837 -0.01235 tau_quality_2 0.008435 -0.06550 tau_quality_3 5.1902e-04 -0.14114 tau_quality_4 0.008488 -0.15905 tau_ingredients_1 0.051748 0.09466 tau_ingredients_2 0.003540 0.14216 tau_ingredients_3 -0.021798 0.07275 tau_ingredients_4 0.003495 0.03915 tau_patent_1 -0.009667 -0.01807 tau_patent_2 0.005144 -0.07075 tau_patent_3 0.043292 -0.08925 tau_patent_4 0.049761 -0.09690 tau_dominance_1 -0.033505 0.11148 tau_dominance_2 -0.019189 0.09427 tau_dominance_3 -0.016996 0.09806 tau_dominance_4 -0.013136 0.11261 gamma_Novum_university gamma_Novum_age_50 mu_brand_Artemis -0.090119 -0.079538 sig_brand_Artemis -0.036856 0.035559 gamma_Artemis_reg_user 0.153327 -0.134797 gamma_Artemis_university 0.633654 -0.071267 gamma_Artemis_age_50 -0.074430 0.633571 mu_brand_Novum -0.229819 -0.229110 sig_brand_Novum -0.120729 0.058833 gamma_Novum_reg_user 0.122188 -0.163522 gamma_Novum_university 1.000000 -0.056992 gamma_Novum_age_50 -0.056992 1.000000 b_brand_BestValue 0.008055 0.046028 b_brand_Supermarket 0.001893 -0.004379 b_country_CH -0.005440 -0.046913 b_country_DK 2.3374e-04 -0.031522 b_country_IND -0.017343 -0.044427 b_country_RUS -0.008746 0.004250 b_country_BRA 0.015650 0.008504 b_char_fast -0.008122 -0.080998 b_char_double -0.009017 -0.055030 b_risk -0.001558 0.007067 b_price 0.001779 -0.014971 gamma_LV_reg_user -0.050996 0.062504 gamma_LV_university -0.424738 0.042488 gamma_LV_age_50 0.052589 -0.455119 lambda 0.227214 -0.174957 zeta_quality -0.076788 0.091074 zeta_ingredient 0.082594 -0.156282 zeta_patent -0.091988 0.186614 zeta_dominance 0.149892 0.004901 tau_quality_1 -0.137221 -0.111697 tau_quality_2 -0.142983 -0.138408 tau_quality_3 -0.120331 -0.120127 tau_quality_4 -0.064004 -0.098793 tau_ingredients_1 0.072316 0.087102 tau_ingredients_2 0.144484 0.152259 tau_ingredients_3 0.125250 0.161577 tau_ingredients_4 0.123218 0.156384 tau_patent_1 -0.074605 -0.162317 tau_patent_2 -0.105504 -0.171219 tau_patent_3 -0.161008 -0.139615 tau_patent_4 -0.165495 -0.105044 tau_dominance_1 0.080179 0.088475 tau_dominance_2 0.082790 0.117695 tau_dominance_3 0.018559 0.060196 tau_dominance_4 0.031480 0.049542 b_brand_BestValue b_brand_Supermarket mu_brand_Artemis 0.364142 0.305028 sig_brand_Artemis -0.015461 0.015013 gamma_Artemis_reg_user -0.027529 0.057104 gamma_Artemis_university -0.033262 0.008534 gamma_Artemis_age_50 0.036376 -0.025894 mu_brand_Novum 0.349945 0.320852 sig_brand_Novum 0.013806 -0.032399 gamma_Novum_reg_user -0.045588 0.051984 gamma_Novum_university 0.008055 0.001893 gamma_Novum_age_50 0.046028 -0.004379 b_brand_BestValue 1.000000 0.543696 b_brand_Supermarket 0.543696 1.000000 b_country_CH 0.035787 0.067472 b_country_DK -0.014009 0.050884 b_country_IND -0.068316 -0.078534 b_country_RUS -0.073008 -0.057906 b_country_BRA -0.032680 -0.137537 b_char_fast 0.034161 0.123362 b_char_double 0.075807 0.102766 b_risk -0.084650 -0.115361 b_price -0.049194 -0.080736 gamma_LV_reg_user -0.003181 -0.021897 gamma_LV_university 0.002433 -0.011442 gamma_LV_age_50 -0.043264 0.009679 lambda -0.025559 0.060309 zeta_quality 0.002750 -0.029094 zeta_ingredient -0.066123 -0.001497 zeta_patent -0.008341 -0.019105 zeta_dominance -0.014642 -0.019329 tau_quality_1 -0.032962 0.014924 tau_quality_2 -0.004219 0.009129 tau_quality_3 -0.038669 -0.014884 tau_quality_4 -0.014830 -0.019502 tau_ingredients_1 0.020068 0.013213 tau_ingredients_2 -0.018277 -0.031117 tau_ingredients_3 0.012212 -0.042956 tau_ingredients_4 0.063542 -0.008613 tau_patent_1 0.019784 0.036060 tau_patent_2 -0.002661 0.015191 tau_patent_3 -0.019162 0.013056 tau_patent_4 -1.5705e-04 0.016319 tau_dominance_1 -0.006274 -0.064851 tau_dominance_2 0.021765 -0.048324 tau_dominance_3 0.035346 0.015115 tau_dominance_4 0.030065 0.022242 b_country_CH b_country_DK mu_brand_Artemis -0.130413 -0.147471 sig_brand_Artemis -0.022493 0.014571 gamma_Artemis_reg_user -0.013724 -0.046125 gamma_Artemis_university 0.061734 0.044053 gamma_Artemis_age_50 -0.047280 -9.1025e-04 mu_brand_Novum -0.158059 -0.140090 sig_brand_Novum 0.025007 -0.044048 gamma_Novum_reg_user 0.029616 -0.013679 gamma_Novum_university -0.005440 2.3374e-04 gamma_Novum_age_50 -0.046913 -0.031522 b_brand_BestValue 0.035787 -0.014009 b_brand_Supermarket 0.067472 0.050884 b_country_CH 1.000000 0.469988 b_country_DK 0.469988 1.000000 b_country_IND -0.023113 0.024560 b_country_RUS -0.063036 -0.007146 b_country_BRA -0.047441 0.003326 b_char_fast 0.104163 0.005960 b_char_double 0.080772 -0.017303 b_risk -0.007819 0.047622 b_price -0.123754 -0.057508 gamma_LV_reg_user -0.010450 0.017965 gamma_LV_university -0.063653 -0.042817 gamma_LV_age_50 0.011405 -0.016726 lambda 0.086493 0.025688 zeta_quality -0.018365 -0.020036 zeta_ingredient 0.041665 -0.008953 zeta_patent -0.038858 -0.016638 zeta_dominance -0.016634 -0.014205 tau_quality_1 -0.009834 -0.018351 tau_quality_2 -0.035815 -0.021005 tau_quality_3 -0.046828 -0.024082 tau_quality_4 -0.043579 -0.020282 tau_ingredients_1 0.038619 -0.002854 tau_ingredients_2 0.052793 0.048341 tau_ingredients_3 0.014435 0.014038 tau_ingredients_4 -0.010746 0.046820 tau_patent_1 -0.007440 -0.033629 tau_patent_2 -0.010507 -0.030988 tau_patent_3 0.021025 -0.016959 tau_patent_4 0.016415 -0.029437 tau_dominance_1 -0.022883 -0.022954 tau_dominance_2 -0.008260 0.020932 tau_dominance_3 -0.007466 -0.025052 tau_dominance_4 0.001484 5.8147e-04 b_country_IND b_country_RUS mu_brand_Artemis 0.316844 0.284288 sig_brand_Artemis -0.024687 -0.066099 gamma_Artemis_reg_user -0.038991 -0.013851 gamma_Artemis_university -0.026011 -0.042193 gamma_Artemis_age_50 0.007363 0.030189 mu_brand_Novum 0.308991 0.272382 sig_brand_Novum -0.004804 0.005711 gamma_Novum_reg_user -0.022745 -0.032219 gamma_Novum_university -0.017343 -0.008746 gamma_Novum_age_50 -0.044427 0.004250 b_brand_BestValue -0.068316 -0.073008 b_brand_Supermarket -0.078534 -0.057906 b_country_CH -0.023113 -0.063036 b_country_DK 0.024560 -0.007146 b_country_IND 1.000000 0.411053 b_country_RUS 0.411053 1.000000 b_country_BRA 0.514415 0.496807 b_char_fast -0.085346 -0.085211 b_char_double -0.037894 -0.047696 b_risk 0.070761 0.070359 b_price 0.055729 0.027207 gamma_LV_reg_user 0.038885 0.005828 gamma_LV_university 0.025239 0.022737 gamma_LV_age_50 -0.022271 -0.018548 lambda 0.017204 -0.095280 zeta_quality 0.034359 -3.1520e-04 zeta_ingredient -0.025348 -0.030812 zeta_patent -0.013635 0.020244 zeta_dominance -0.005925 -0.003303 tau_quality_1 0.005723 -0.013213 tau_quality_2 0.001859 -0.013313 tau_quality_3 0.020605 -0.017714 tau_quality_4 -0.004471 -0.006921 tau_ingredients_1 -0.002639 -0.025431 tau_ingredients_2 0.008306 -0.012962 tau_ingredients_3 0.023116 0.013289 tau_ingredients_4 0.001198 -0.004249 tau_patent_1 0.058723 -3.0818e-04 tau_patent_2 0.038992 0.001976 tau_patent_3 -0.009007 -0.005966 tau_patent_4 -0.022859 -0.007757 tau_dominance_1 0.031736 0.010461 tau_dominance_2 -0.003476 -0.014843 tau_dominance_3 0.006934 0.006373 tau_dominance_4 -0.019558 -0.027563 b_country_BRA b_char_fast mu_brand_Artemis 0.264934 0.036038 sig_brand_Artemis -0.045891 -0.021116 gamma_Artemis_reg_user -0.027171 0.002835 gamma_Artemis_university -0.007381 0.029124 gamma_Artemis_age_50 0.032194 -0.041686 mu_brand_Novum 0.260623 0.026237 sig_brand_Novum -0.008335 0.067575 gamma_Novum_reg_user -0.013333 0.037885 gamma_Novum_university 0.015650 -0.008122 gamma_Novum_age_50 0.008504 -0.080998 b_brand_BestValue -0.032680 0.034161 b_brand_Supermarket -0.137537 0.123362 b_country_CH -0.047441 0.104163 b_country_DK 0.003326 0.005960 b_country_IND 0.514415 -0.085346 b_country_RUS 0.496807 -0.085211 b_country_BRA 1.000000 -0.104809 b_char_fast -0.104809 1.000000 b_char_double -0.061620 0.437402 b_risk 0.033897 -0.094831 b_price 0.054329 -0.155969 gamma_LV_reg_user 0.058967 0.003914 gamma_LV_university 0.049262 -0.065030 gamma_LV_age_50 -0.025161 0.099407 lambda -0.030004 0.094227 zeta_quality 0.023851 -9.5000e-04 zeta_ingredient -0.024979 0.022791 zeta_patent 0.019053 -0.038038 zeta_dominance 0.008902 0.002339 tau_quality_1 0.023540 0.027160 tau_quality_2 0.015042 0.017567 tau_quality_3 0.024362 0.009310 tau_quality_4 0.019693 0.009934 tau_ingredients_1 -0.055024 0.027669 tau_ingredients_2 -0.012714 -0.020870 tau_ingredients_3 0.005105 -0.019511 tau_ingredients_4 0.008154 -0.022621 tau_patent_1 0.052649 0.048609 tau_patent_2 0.042746 0.055674 tau_patent_3 0.044656 0.017417 tau_patent_4 0.036630 0.007646 tau_dominance_1 0.010117 -0.038594 tau_dominance_2 -0.031715 -0.024093 tau_dominance_3 -0.038718 8.3223e-04 tau_dominance_4 -0.036957 -0.021430 b_char_double b_risk mu_brand_Artemis -0.072480 0.044065 sig_brand_Artemis -0.007758 -0.033920 gamma_Artemis_reg_user 0.049259 -0.027730 gamma_Artemis_university 0.015441 -0.023178 gamma_Artemis_age_50 -0.044726 0.005297 mu_brand_Novum -0.057879 0.064887 sig_brand_Novum 0.062973 -0.054711 gamma_Novum_reg_user 0.027109 -0.021370 gamma_Novum_university -0.009017 -0.001558 gamma_Novum_age_50 -0.055030 0.007067 b_brand_BestValue 0.075807 -0.084650 b_brand_Supermarket 0.102766 -0.115361 b_country_CH 0.080772 -0.007819 b_country_DK -0.017303 0.047622 b_country_IND -0.037894 0.070761 b_country_RUS -0.047696 0.070359 b_country_BRA -0.061620 0.033897 b_char_fast 0.437402 -0.094831 b_char_double 1.000000 -0.015272 b_risk -0.015272 1.000000 b_price -0.186506 0.127644 gamma_LV_reg_user -0.013528 0.042187 gamma_LV_university -0.001373 0.032248 gamma_LV_age_50 0.051986 -0.068402 lambda 0.069790 -0.059627 zeta_quality -0.031668 0.055726 zeta_ingredient 0.068738 0.015545 zeta_patent 0.003659 -0.019835 zeta_dominance -0.001649 -0.007607 tau_quality_1 0.007104 -0.007922 tau_quality_2 -0.004194 0.003263 tau_quality_3 -0.040692 0.027899 tau_quality_4 -0.058049 0.030197 tau_ingredients_1 0.027983 0.027676 tau_ingredients_2 -0.042304 0.034033 tau_ingredients_3 -0.048962 0.009492 tau_ingredients_4 -0.045362 0.027919 tau_patent_1 0.023742 -0.018997 tau_patent_2 -0.005700 -0.013085 tau_patent_3 -0.024765 0.001302 tau_patent_4 -0.021311 -0.020203 tau_dominance_1 -0.053462 -0.034734 tau_dominance_2 -0.019222 -0.016591 tau_dominance_3 -0.029616 0.018626 tau_dominance_4 -0.046359 -0.018073 b_price gamma_LV_reg_user mu_brand_Artemis -0.291823 -0.130436 sig_brand_Artemis 0.002589 -0.076585 gamma_Artemis_reg_user 0.054418 -0.454094 gamma_Artemis_university 0.017341 -0.043695 gamma_Artemis_age_50 0.005201 0.042983 mu_brand_Novum -0.231214 -0.122898 sig_brand_Novum -0.081259 -0.018375 gamma_Novum_reg_user 0.025522 -0.469713 gamma_Novum_university 0.001779 -0.050996 gamma_Novum_age_50 -0.014971 0.062504 b_brand_BestValue -0.049194 -0.003181 b_brand_Supermarket -0.080736 -0.021897 b_country_CH -0.123754 -0.010450 b_country_DK -0.057508 0.017965 b_country_IND 0.055729 0.038885 b_country_RUS 0.027207 0.005828 b_country_BRA 0.054329 0.058967 b_char_fast -0.155969 0.003914 b_char_double -0.186506 -0.013528 b_risk 0.127644 0.042187 b_price 1.000000 -0.015167 gamma_LV_reg_user -0.015167 1.000000 gamma_LV_university -0.018524 0.114887 gamma_LV_age_50 0.020163 0.021958 lambda -0.042646 0.016027 zeta_quality 0.001985 0.329326 zeta_ingredient 0.027651 -0.218934 zeta_patent 0.031622 0.203025 zeta_dominance 0.075560 -0.114755 tau_quality_1 0.024312 0.191882 tau_quality_2 0.008038 0.266770 tau_quality_3 0.016519 0.343178 tau_quality_4 -0.016793 0.309926 tau_ingredients_1 -0.012640 -0.231313 tau_ingredients_2 -0.013415 -0.299108 tau_ingredients_3 -0.038278 -0.271593 tau_ingredients_4 -0.014684 -0.207705 tau_patent_1 0.004655 0.234391 tau_patent_2 -0.002682 0.305821 tau_patent_3 -0.015450 0.329787 tau_patent_4 -0.015854 0.278454 tau_dominance_1 -0.022784 -0.235636 tau_dominance_2 -0.033155 -0.247104 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gamma_Novum_university 0.227214 -0.076788 gamma_Novum_age_50 -0.174957 0.091074 b_brand_BestValue -0.025559 0.002750 b_brand_Supermarket 0.060309 -0.029094 b_country_CH 0.086493 -0.018365 b_country_DK 0.025688 -0.020036 b_country_IND 0.017204 0.034359 b_country_RUS -0.095280 -3.1520e-04 b_country_BRA -0.030004 0.023851 b_char_fast 0.094227 -9.5000e-04 b_char_double 0.069790 -0.031668 b_risk -0.059627 0.055726 b_price -0.042646 0.001985 gamma_LV_reg_user 0.016027 0.329326 gamma_LV_university 0.034037 0.113378 gamma_LV_age_50 0.043078 -0.113947 lambda 1.000000 -0.030646 zeta_quality -0.030646 1.000000 zeta_ingredient 0.016319 -0.207496 zeta_patent -0.022446 0.102131 zeta_dominance -0.075099 -0.058061 tau_quality_1 0.065450 -0.453236 tau_quality_2 0.028662 -0.339362 tau_quality_3 -0.027352 0.140041 tau_quality_4 -0.049072 0.272406 tau_ingredients_1 0.009825 -0.055136 tau_ingredients_2 0.026836 -0.042606 tau_ingredients_3 -0.033240 -0.019373 tau_ingredients_4 -0.025249 -0.028170 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0.008377 gamma_Artemis_university 0.157181 -0.122110 gamma_Artemis_age_50 0.010334 -0.147773 mu_brand_Novum -0.007039 -0.166093 sig_brand_Novum 0.007223 -0.020837 gamma_Novum_reg_user 0.054854 -0.012353 gamma_Novum_university 0.149892 -0.137221 gamma_Novum_age_50 0.004901 -0.111697 b_brand_BestValue -0.014642 -0.032962 b_brand_Supermarket -0.019329 0.014924 b_country_CH -0.016634 -0.009834 b_country_DK -0.014205 -0.018351 b_country_IND -0.005925 0.005723 b_country_RUS -0.003303 -0.013213 b_country_BRA 0.008902 0.023540 b_char_fast 0.002339 0.027160 b_char_double -0.001649 0.007104 b_risk -0.007607 -0.007922 b_price 0.075560 0.024312 gamma_LV_reg_user -0.114755 0.191882 gamma_LV_university -0.288131 0.320062 gamma_LV_age_50 0.002020 0.314163 lambda -0.075099 0.065450 zeta_quality -0.058061 -0.453236 zeta_ingredient 0.111431 0.019157 zeta_patent -0.037590 0.044575 zeta_dominance 1.000000 -0.110058 tau_quality_1 -0.110058 1.000000 tau_quality_2 -0.126751 0.829402 tau_quality_3 -0.122206 0.393007 tau_quality_4 -0.089856 0.201119 tau_ingredients_1 0.093868 -0.275698 tau_ingredients_2 0.133461 -0.370852 tau_ingredients_3 0.091804 -0.330715 tau_ingredients_4 0.089532 -0.258859 tau_patent_1 -0.115092 0.262237 tau_patent_2 -0.149856 0.348013 tau_patent_3 -0.141485 0.383444 tau_patent_4 -0.154953 0.330421 tau_dominance_1 0.116344 -0.211422 tau_dominance_2 0.072714 -0.279856 tau_dominance_3 -0.349417 -0.239559 tau_dominance_4 -0.404294 -0.170629 tau_quality_2 tau_quality_3 mu_brand_Artemis -0.191337 -0.230729 sig_brand_Artemis 0.051300 0.024067 gamma_Artemis_reg_user -0.070229 -0.130366 gamma_Artemis_university -0.119932 -0.131145 gamma_Artemis_age_50 -0.158391 -0.126899 mu_brand_Novum -0.181678 -0.208552 sig_brand_Novum 0.008435 5.1902e-04 gamma_Novum_reg_user -0.065504 -0.141140 gamma_Novum_university -0.142983 -0.120331 gamma_Novum_age_50 -0.138408 -0.120127 b_brand_BestValue -0.004219 -0.038669 b_brand_Supermarket 0.009129 -0.014884 b_country_CH -0.035815 -0.046828 b_country_DK -0.021005 -0.024082 b_country_IND 0.001859 0.020605 b_country_RUS -0.013313 -0.017714 b_country_BRA 0.015042 0.024362 b_char_fast 0.017567 0.009310 b_char_double -0.004194 -0.040692 b_risk 0.003263 0.027899 b_price 0.008038 0.016519 gamma_LV_reg_user 0.266770 0.343178 gamma_LV_university 0.347756 0.325482 gamma_LV_age_50 0.347773 0.352278 lambda 0.028662 -0.027352 zeta_quality -0.339362 0.140041 zeta_ingredient -0.006333 -0.015988 zeta_patent 0.044856 0.042163 zeta_dominance -0.126751 -0.122206 tau_quality_1 0.829402 0.393007 tau_quality_2 1.000000 0.518196 tau_quality_3 0.518196 1.000000 tau_quality_4 0.306263 0.697436 tau_ingredients_1 -0.344307 -0.321555 tau_ingredients_2 -0.428799 -0.424362 tau_ingredients_3 -0.390940 -0.370039 tau_ingredients_4 -0.326333 -0.336347 tau_patent_1 0.305923 0.292429 tau_patent_2 0.396831 0.392346 tau_patent_3 0.455963 0.427109 tau_patent_4 0.382032 0.378842 tau_dominance_1 -0.244554 -0.248419 tau_dominance_2 -0.320814 -0.348803 tau_dominance_3 -0.267981 -0.269909 tau_dominance_4 -0.229273 -0.225554 tau_quality_4 tau_ingredients_1 mu_brand_Artemis -0.186406 0.163979 sig_brand_Artemis 0.004622 -0.026518 gamma_Artemis_reg_user -0.148562 0.083769 gamma_Artemis_university -0.055875 0.103794 gamma_Artemis_age_50 -0.098466 0.107088 mu_brand_Novum -0.159388 0.156129 sig_brand_Novum 0.008488 0.051748 gamma_Novum_reg_user -0.159052 0.094663 gamma_Novum_university -0.064004 0.072316 gamma_Novum_age_50 -0.098793 0.087102 b_brand_BestValue -0.014830 0.020068 b_brand_Supermarket -0.019502 0.013213 b_country_CH -0.043579 0.038619 b_country_DK -0.020282 -0.002854 b_country_IND -0.004471 -0.002639 b_country_RUS -0.006921 -0.025431 b_country_BRA 0.019693 -0.055024 b_char_fast 0.009934 0.027669 b_char_double -0.058049 0.027983 b_risk 0.030197 0.027676 b_price -0.016793 -0.012640 gamma_LV_reg_user 0.309926 -0.231313 gamma_LV_university 0.245962 -0.275468 gamma_LV_age_50 0.253707 -0.283455 lambda -0.049072 0.009825 zeta_quality 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0.072755 gamma_Novum_university 0.144484 0.125250 gamma_Novum_age_50 0.152259 0.161577 b_brand_BestValue -0.018277 0.012212 b_brand_Supermarket -0.031117 -0.042956 b_country_CH 0.052793 0.014435 b_country_DK 0.048341 0.014038 b_country_IND 0.008306 0.023116 b_country_RUS -0.012962 0.013289 b_country_BRA -0.012714 0.005105 b_char_fast -0.020870 -0.019511 b_char_double -0.042304 -0.048962 b_risk 0.034033 0.009492 b_price -0.013415 -0.038278 gamma_LV_reg_user -0.299108 -0.271593 gamma_LV_university -0.332423 -0.314701 gamma_LV_age_50 -0.370096 -0.368126 lambda 0.026836 -0.033240 zeta_quality -0.042606 -0.019373 zeta_ingredient 0.025180 -0.381007 zeta_patent 0.030559 0.023174 zeta_dominance 0.133461 0.091804 tau_quality_1 -0.370852 -0.330715 tau_quality_2 -0.428799 -0.390940 tau_quality_3 -0.424362 -0.370039 tau_quality_4 -0.324969 -0.291689 tau_ingredients_1 0.696400 0.352601 tau_ingredients_2 1.000000 0.564065 tau_ingredients_3 0.564065 1.000000 tau_ingredients_4 0.429653 0.808464 tau_patent_1 -0.352005 -0.329946 tau_patent_2 -0.439396 -0.407358 tau_patent_3 -0.437987 -0.429279 tau_patent_4 -0.400593 -0.387619 tau_dominance_1 0.243289 0.262249 tau_dominance_2 0.339376 0.311495 tau_dominance_3 0.288856 0.288281 tau_dominance_4 0.229064 0.216148 tau_ingredients_4 tau_patent_1 mu_brand_Artemis 0.196133 -0.139661 sig_brand_Artemis 0.004931 0.033955 gamma_Artemis_reg_user 0.041763 -0.036349 gamma_Artemis_university 0.137828 -0.095538 gamma_Artemis_age_50 0.144607 -0.155833 mu_brand_Novum 0.180370 -0.138401 sig_brand_Novum 0.003495 -0.009667 gamma_Novum_reg_user 0.039146 -0.018070 gamma_Novum_university 0.123218 -0.074605 gamma_Novum_age_50 0.156384 -0.162317 b_brand_BestValue 0.063542 0.019784 b_brand_Supermarket -0.008613 0.036060 b_country_CH -0.010746 -0.007440 b_country_DK 0.046820 -0.033629 b_country_IND 0.001198 0.058723 b_country_RUS -0.004249 -3.0818e-04 b_country_BRA 0.008154 0.052649 b_char_fast -0.022621 0.048609 b_char_double -0.045362 0.023742 b_risk 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-0.127366 gamma_Artemis_university -0.122496 -0.180659 gamma_Artemis_age_50 -0.176658 -0.131191 mu_brand_Novum -0.188243 -0.228511 sig_brand_Novum 0.005144 0.043292 gamma_Novum_reg_user -0.070749 -0.089251 gamma_Novum_university -0.105504 -0.161008 gamma_Novum_age_50 -0.171219 -0.139615 b_brand_BestValue -0.002661 -0.019162 b_brand_Supermarket 0.015191 0.013056 b_country_CH -0.010507 0.021025 b_country_DK -0.030988 -0.016959 b_country_IND 0.038992 -0.009007 b_country_RUS 0.001976 -0.005966 b_country_BRA 0.042746 0.044656 b_char_fast 0.055674 0.017417 b_char_double -0.005700 -0.024765 b_risk -0.013085 0.001302 b_price -0.002682 -0.015450 gamma_LV_reg_user 0.305821 0.329787 gamma_LV_university 0.361350 0.407204 gamma_LV_age_50 0.397315 0.378129 lambda 0.041604 -0.002649 zeta_quality 0.083230 0.061140 zeta_ingredient -2.2675e-04 0.009522 zeta_patent -0.389076 0.060242 zeta_dominance -0.149856 -0.141485 tau_quality_1 0.348013 0.383444 tau_quality_2 0.396831 0.455963 tau_quality_3 0.392346 0.427109 tau_quality_4 0.307103 0.333651 tau_ingredients_1 -0.359049 -0.357675 tau_ingredients_2 -0.439396 -0.437987 tau_ingredients_3 -0.407358 -0.429279 tau_ingredients_4 -0.323157 -0.377745 tau_patent_1 0.812354 0.423794 tau_patent_2 1.000000 0.590091 tau_patent_3 0.590091 1.000000 tau_patent_4 0.421742 0.776658 tau_dominance_1 -0.242666 -0.264764 tau_dominance_2 -0.310580 -0.354110 tau_dominance_3 -0.265176 -0.318720 tau_dominance_4 -0.214191 -0.253095 tau_patent_4 tau_dominance_1 mu_brand_Artemis -0.197691 0.173706 sig_brand_Artemis 0.026102 -0.021371 gamma_Artemis_reg_user -0.118169 0.075269 gamma_Artemis_university -0.184033 0.083184 gamma_Artemis_age_50 -0.107078 0.081200 mu_brand_Novum -0.204837 0.148827 sig_brand_Novum 0.049761 -0.033505 gamma_Novum_reg_user -0.096895 0.111478 gamma_Novum_university -0.165495 0.080179 gamma_Novum_age_50 -0.105044 0.088475 b_brand_BestValue -1.5705e-04 -0.006274 b_brand_Supermarket 0.016319 -0.064851 b_country_CH 0.016415 -0.022883 b_country_DK -0.029437 -0.022954 b_country_IND -0.022859 0.031736 b_country_RUS -0.007757 0.010461 b_country_BRA 0.036630 0.010117 b_char_fast 0.007646 -0.038594 b_char_double -0.021311 -0.053462 b_risk -0.020203 -0.034734 b_price -0.015854 -0.022784 gamma_LV_reg_user 0.278454 -0.235636 gamma_LV_university 0.371273 -0.210565 gamma_LV_age_50 0.328457 -0.217178 lambda -0.034108 0.013461 zeta_quality 0.065476 -0.073380 zeta_ingredient 0.028254 0.021740 zeta_patent 0.193554 -0.063993 zeta_dominance -0.154953 0.116344 tau_quality_1 0.330421 -0.211422 tau_quality_2 0.382032 -0.244554 tau_quality_3 0.378842 -0.248419 tau_quality_4 0.296209 -0.223421 tau_ingredients_1 -0.332038 0.147924 tau_ingredients_2 -0.400593 0.243289 tau_ingredients_3 -0.387619 0.262249 tau_ingredients_4 -0.359144 0.240699 tau_patent_1 0.268699 -0.177759 tau_patent_2 0.421742 -0.242666 tau_patent_3 0.776658 -0.264764 tau_patent_4 1.000000 -0.260371 tau_dominance_1 -0.260371 1.000000 tau_dominance_2 -0.329750 0.661396 tau_dominance_3 -0.264400 0.298471 tau_dominance_4 -0.182456 0.208050 tau_dominance_2 tau_dominance_3 mu_brand_Artemis 0.206418 0.238277 sig_brand_Artemis -0.036584 0.072824 gamma_Artemis_reg_user 0.084216 0.084842 gamma_Artemis_university 0.104334 0.054592 gamma_Artemis_age_50 0.076118 0.027489 mu_brand_Novum 0.180709 0.222013 sig_brand_Novum -0.019189 -0.016996 gamma_Novum_reg_user 0.094267 0.098062 gamma_Novum_university 0.082790 0.018559 gamma_Novum_age_50 0.117695 0.060196 b_brand_BestValue 0.021765 0.035346 b_brand_Supermarket -0.048324 0.015115 b_country_CH -0.008260 -0.007466 b_country_DK 0.020932 -0.025052 b_country_IND -0.003476 0.006934 b_country_RUS -0.014843 0.006373 b_country_BRA -0.031715 -0.038718 b_char_fast -0.024093 8.3223e-04 b_char_double -0.019222 -0.029616 b_risk -0.016591 0.018626 b_price -0.033155 -0.050843 gamma_LV_reg_user -0.247104 -0.275604 gamma_LV_university -0.282647 -0.195688 gamma_LV_age_50 -0.317004 -0.255513 lambda 0.019640 0.004335 zeta_quality -0.039311 -0.074255 zeta_ingredient 0.021502 0.014089 zeta_patent -0.039105 -0.092061 zeta_dominance 0.072714 -0.349417 tau_quality_1 -0.279856 -0.239559 tau_quality_2 -0.320814 -0.267981 tau_quality_3 -0.348803 -0.269909 tau_quality_4 -0.261524 -0.205294 tau_ingredients_1 0.246744 0.246904 tau_ingredients_2 0.339376 0.288856 tau_ingredients_3 0.311495 0.288281 tau_ingredients_4 0.284255 0.227910 tau_patent_1 -0.235106 -0.195376 tau_patent_2 -0.310580 -0.265176 tau_patent_3 -0.354110 -0.318720 tau_patent_4 -0.329750 -0.264400 tau_dominance_1 0.661396 0.298471 tau_dominance_2 1.000000 0.458098 tau_dominance_3 0.458098 1.000000 tau_dominance_4 0.325040 0.743719 tau_dominance_4 mu_brand_Artemis 0.153010 sig_brand_Artemis 0.091955 gamma_Artemis_reg_user 0.104646 gamma_Artemis_university 0.040260 gamma_Artemis_age_50 0.032021 mu_brand_Novum 0.155113 sig_brand_Novum -0.013136 gamma_Novum_reg_user 0.112607 gamma_Novum_university 0.031480 gamma_Novum_age_50 0.049542 b_brand_BestValue 0.030065 b_brand_Supermarket 0.022242 b_country_CH 0.001484 b_country_DK 5.8147e-04 b_country_IND -0.019558 b_country_RUS -0.027563 b_country_BRA -0.036957 b_char_fast -0.021430 b_char_double -0.046359 b_risk -0.018073 b_price -0.034807 gamma_LV_reg_user -0.249949 gamma_LV_university -0.130707 gamma_LV_age_50 -0.199170 lambda 0.043203 zeta_quality -0.093084 zeta_ingredient 0.012919 zeta_patent -0.043544 zeta_dominance -0.404294 tau_quality_1 -0.170629 tau_quality_2 -0.229273 tau_quality_3 -0.225554 tau_quality_4 -0.186991 tau_ingredients_1 0.190574 tau_ingredients_2 0.229064 tau_ingredients_3 0.216148 tau_ingredients_4 0.168172 tau_patent_1 -0.157193 tau_patent_2 -0.214191 tau_patent_3 -0.253095 tau_patent_4 -0.182456 tau_dominance_1 0.208050 tau_dominance_2 0.325040 tau_dominance_3 0.743719 tau_dominance_4 1.000000 20 worst outliers in terms of lowest average per choice prediction: ID Avg prob per choice 695 0.08225956 480 0.08388660 288 0.08629932 875 0.08759733 611 0.08963488 593 0.09022790 92 0.09436791 326 0.09643992 51 0.10046843 509 0.10168536 163 0.10242324 8 0.10557923 204 0.10717574 412 0.10893479 867 0.10901200 126 0.10919447 508 0.10927101 544 0.10951586 450 0.10954038 473 0.11202916 Changes in parameter estimates from starting values: Initial Estimate Difference mu_brand_Artemis 0.000 1.461326 1.461326 sig_brand_Artemis 0.000 0.003375 0.003375 gamma_Artemis_reg_user 0.000 -0.084868 -0.084868 gamma_Artemis_university 0.000 -0.076872 -0.076872 gamma_Artemis_age_50 0.000 0.088205 0.088205 mu_brand_Novum 0.000 1.162821 1.162821 sig_brand_Novum 0.000 0.293929 0.293929 gamma_Novum_reg_user 0.000 0.040875 0.040875 gamma_Novum_university 0.000 -0.098915 -0.098915 gamma_Novum_age_50 0.000 0.036897 0.036897 b_brand_BestValue 0.000 0.672451 0.672451 b_brand_Supermarket 0.000 0.985576 0.985576 b_brand_PainAway 0.000 0.000000 0.000000 b_country_CH 0.000 0.674168 0.674168 b_country_DK 0.000 0.339189 0.339189 b_country_USA 0.000 0.000000 0.000000 b_country_IND 0.000 -0.296977 -0.296977 b_country_RUS 0.000 -0.893385 -0.893385 b_country_BRA 0.000 -0.658933 -0.658933 b_char_standard 0.000 0.000000 0.000000 b_char_fast 0.000 0.771962 0.771962 b_char_double 0.000 1.218685 1.218685 b_risk 0.000 -0.001576 -0.001576 b_price 0.000 -0.728029 -0.728029 gamma_LV_reg_user 0.000 -0.952290 -0.952290 gamma_LV_university 0.000 -0.546114 -0.546114 gamma_LV_age_50 0.000 0.434305 0.434305 lambda 1.000 0.618636 -0.381364 zeta_quality 1.000 0.956734 -0.043266 zeta_ingredient 1.000 -0.872130 -1.872130 zeta_patent 1.000 1.077484 0.077484 zeta_dominance 1.000 -0.678027 -1.678027 tau_quality_1 -2.000 -1.931107 0.068893 tau_quality_2 -1.000 -1.024206 -0.024206 tau_quality_3 1.000 1.121489 0.121489 tau_quality_4 2.000 2.252323 0.252323 tau_ingredients_1 -2.000 -2.079877 -0.079877 tau_ingredients_2 -1.000 -0.989836 0.010164 tau_ingredients_3 1.000 0.920504 -0.079496 tau_ingredients_4 2.000 1.871341 -0.128659 tau_patent_1 -2.000 -2.100439 -0.100439 tau_patent_2 -1.000 -1.030149 -0.030149 tau_patent_3 1.000 0.939756 -0.060244 tau_patent_4 2.000 1.882572 -0.117428 tau_dominance_1 -2.000 -2.209641 -0.209641 tau_dominance_2 -1.000 -1.108847 -0.108847 tau_dominance_3 1.000 1.067750 0.067750 tau_dominance_4 2.000 2.125247 0.125247 Settings and functions used in model definition: apollo_control -------------- Value modelName "hybrid_model_classical" modelDescr "Hybrid choice model on drug choice data, classical estimation" indivID "ID" mixing "TRUE" nCores "4" debug "FALSE" workInLogs "FALSE" seed "13" HB "FALSE" noValidation "FALSE" noDiagnostics "FALSE" panelData "TRUE" analyticGrad "TRUE" Hessian routines attempted -------------- numerical jacobian of LL analytical gradient Scaling used in computing Hessian -------------- Value mu_brand_Artemis 1.461325899 sig_brand_Artemis 0.003374769 gamma_Artemis_reg_user 0.084867527 gamma_Artemis_university 0.076871946 gamma_Artemis_age_50 0.088205141 mu_brand_Novum 1.162820836 sig_brand_Novum 0.293928800 gamma_Novum_reg_user 0.040874787 gamma_Novum_university 0.098914763 gamma_Novum_age_50 0.036896602 b_brand_BestValue 0.672450689 b_brand_Supermarket 0.985576371 b_country_CH 0.674168464 b_country_DK 0.339188768 b_country_IND 0.296977468 b_country_RUS 0.893384725 b_country_BRA 0.658933011 b_char_fast 0.771962346 b_char_double 1.218685108 b_risk 0.001575929 b_price 0.728029278 gamma_LV_reg_user 0.952290110 gamma_LV_university 0.546113966 gamma_LV_age_50 0.434304837 lambda 0.618635950 zeta_quality 0.956734310 zeta_ingredient 0.872129888 zeta_patent 1.077483544 zeta_dominance 0.678027467 tau_quality_1 1.931106887 tau_quality_2 1.024206171 tau_quality_3 1.121488810 tau_quality_4 2.252323351 tau_ingredients_1 2.079876503 tau_ingredients_2 0.989836228 tau_ingredients_3 0.920504247 tau_ingredients_4 1.871340889 tau_patent_1 2.100439245 tau_patent_2 1.030148716 tau_patent_3 0.939756059 tau_patent_4 1.882572133 tau_dominance_1 2.209640546 tau_dominance_2 1.108847490 tau_dominance_3 1.067749769 tau_dominance_4 2.125247190 apollo_randCoeff ---------------- function (apollo_beta, apollo_inputs) { randcoeff = list() randcoeff[["LV"]] = gamma_LV_reg_user * regular_user + gamma_LV_university * university_educated + gamma_LV_age_50 * over_50 + eta randcoeff[["b_brand_Artemis"]] = mu_brand_Artemis + sig_brand_Artemis * xi_Artemis + gamma_Artemis_reg_user * regular_user + gamma_Artemis_university * university_educated + gamma_Artemis_age_50 * over_50 randcoeff[["b_brand_Novum"]] = mu_brand_Novum + sig_brand_Novum * xi_Novum + gamma_Novum_reg_user * regular_user + gamma_Novum_university * university_educated + gamma_Novum_age_50 * over_50 return(randcoeff) apollo_probabilities -------------------- function (apollo_beta, apollo_inputs, functionality = "estimate") { apollo_attach(apollo_beta, apollo_inputs) on.exit(apollo_detach(apollo_beta, apollo_inputs)) P = list() V = list() V[["alt1"]] = (b_brand_Artemis * (brand_1 == "Artemis") + b_brand_Novum * (brand_1 == "Novum") + b_country_CH * (country_1 == "Switzerland") + b_country_DK * (country_1 == "Denmark") + b_country_USA * (country_1 == "USA") + b_char_standard * (char_1 == "standard") + b_char_fast * (char_1 == "fast acting") + b_char_double * (char_1 == "double strength") + b_risk * side_effects_1 + b_price * price_1 + lambda * LV) V[["alt2"]] = (b_brand_Artemis * (brand_2 == "Artemis") + b_brand_Novum * (brand_2 == "Novum") + b_country_CH * (country_2 == "Switzerland") + b_country_DK * (country_2 == "Denmark") + b_country_USA * (country_2 == "USA") + b_char_standard * (char_2 == "standard") + b_char_fast * (char_2 == "fast acting") + b_char_double * (char_2 == "double strength") + b_risk * side_effects_2 + b_price * price_2 + lambda * LV) V[["alt3"]] = (b_brand_BestValue * (brand_3 == "BestValue") + b_brand_Supermarket * (brand_3 == "Supermarket") + b_brand_PainAway * (brand_3 == "PainAway") + b_country_USA * (country_3 == "USA") + b_country_IND * (country_3 == "India") + b_country_RUS * (country_3 == "Russia") + b_country_BRA * (country_3 == "Brazil") + b_char_standard * (char_3 == "standard") + b_char_fast * (char_3 == "fast acting") + b_risk * side_effects_3 + b_price * price_3) V[["alt4"]] = (b_brand_BestValue * (brand_4 == "BestValue") + b_brand_Supermarket * (brand_4 == "Supermarket") + b_brand_PainAway * (brand_4 == "PainAway") + b_country_USA * (country_4 == "USA") + b_country_IND * (country_4 == "India") + b_country_RUS * (country_4 == "Russia") + b_country_BRA * (country_4 == "Brazil") + b_char_standard * (char_4 == "standard") + b_char_fast * (char_4 == "fast acting") + b_risk * side_effects_4 + b_price * price_4) mnl_settings = list(alternatives = c(alt1 = 1, alt2 = 2, alt3 = 3, alt4 = 4), avail = list(alt1 = 1, alt2 = 1, alt3 = 1, alt4 = 1), choiceVar = best, V = V) P[["choice"]] = apollo_mnl(mnl_settings, functionality) ol_settings1 = list(outcomeOrdered = attitude_quality, V = zeta_quality * LV, tau = list(tau_quality_1, tau_quality_2, tau_quality_3, tau_quality_4), rows = (task == 1)) ol_settings2 = list(outcomeOrdered = attitude_ingredients, V = zeta_ingredient * LV, tau = list(tau_ingredients_1, tau_ingredients_2, tau_ingredients_3, tau_ingredients_4), rows = (task == 1)) ol_settings3 = list(outcomeOrdered = attitude_patent, V = zeta_patent * LV, tau = list(tau_patent_1, tau_patent_2, tau_patent_3, tau_patent_4), rows = (task == 1)) ol_settings4 = list(outcomeOrdered = attitude_dominance, V = zeta_dominance * LV, tau = list(tau_dominance_1, tau_dominance_2, tau_dominance_3, tau_dominance_4), rows = (task == 1)) P[["indic_quality"]] = apollo_ol(ol_settings1, functionality) P[["indic_ingredients"]] = apollo_ol(ol_settings2, functionality) P[["indic_patent"]] = apollo_ol(ol_settings3, functionality) P[["indic_dominance"]] = apollo_ol(ol_settings4, functionality) P = apollo_combineModels(P, apollo_inputs, functionality) P = apollo_panelProd(P, apollo_inputs, functionality) P = apollo_avgInterDraws(P, apollo_inputs, functionality) P = apollo_prepareProb(P, apollo_inputs, functionality) return(P)