Model run by stephane.hess using Apollo 0.3.6 on R 4.5.1 for Darwin. Please acknowledge the use of Apollo by citing Hess & Palma (2019) DOI 10.1016/j.jocm.2019.100170 www.ApolloChoiceModelling.com Model name : HB_MNL Model description : HB model on mode choice SP data, all parameters non-random Model run at : 2025-09-19 14:55:03.556073 Estimation method : Hierarchical Bayes Number of individuals : 500 Number of rows in database : 7000 Number of modelled outcomes : 7000 Number of cores used : 1 Estimation carried out using RSGHB Burn-in iterations : 10000 Post burn-in iterations : 10000 Classical model fit statistics were calculated at parameter values obtained using averaging across the post burn-in iterations. LL(start) : -8196.02 LL at equal shares, LL(0) : -8196.02 LL at observed shares, LL(C) : -6706.94 LL(final) : -5193.7 Rho-squared vs equal shares : 0.3663 Adj.Rho-squared vs equal shares : 0.3642 Rho-squared vs observed shares : 0.2256 Adj.Rho-squared vs observed shares : 0.2231 AIC : 10421.39 BIC : 10537.9 Equiv. estimated parameters : 17 (non-random parameters : 17) Time taken (hh:mm:ss) : 00:00:41.11 pre-estimation : 00:00:0.23 estimation : 00:00:40.83 post-estimation : 00:00:0.05 Summary of parameter chains Non-random coefficients Mean SD asc_car 0.0000 NA asc_bus -0.0115 0.0017 asc_air 0.0132 0.0033 asc_rail -0.0327 0.0027 asc_bus_interaction_female 0.0452 0.0043 asc_air_interaction_female 0.0340 0.0028 asc_rail_interaction_female 0.0474 0.0028 b_tt_car -0.0108 0.0008 b_tt_bus -0.0174 0.0008 b_tt_air -0.0144 0.0039 b_tt_rail -0.0136 0.0020 b_tt_interaction_business -0.0044 0.0012 b_access -0.0188 0.0042 b_cost -0.0764 0.0029 b_cost_interaction_business 0.0398 0.0054 cost_income_elast -0.0335 0.0056 b_no_frills 0.0000 NA b_wifi 0.0868 0.0061 b_food 0.0120 0.0019