Model run by stephane.hess using Apollo 0.3.5 on R 4.4.0 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                                : 2025-03-10 21:21:02.975046
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)                                   : -5262.48
Rho-squared vs equal shares                  :  0.3579 
Adj.Rho-squared vs equal shares              :  0.3558 
Rho-squared vs observed shares               :  0.2154 
Adj.Rho-squared vs observed shares           :  0.2128 
AIC                                         :  10558.96 
BIC                                         :  10675.48 

Equiv. estimated parameters                 :  17
 (non-random parameters                     :  17)

Time taken (hh:mm:ss)                       :  00:00:39.93 
     pre-estimation                         :  00:00:0.1 
     estimation                             :  00:00:39.76 
     post-estimation                        :  00:00:0.07 


Summary of parameter chains

Non-random coefficients 
                               Mean     SD
asc_car                      0.0000     NA
asc_bus                      0.0616 0.0044
asc_air                     -0.0300 0.0017
asc_rail                    -0.0917 0.0010
asc_bus_interaction_female  -0.0473 0.0009
asc_air_interaction_female  -0.0058 0.0011
asc_rail_interaction_female -0.0940 0.0016
b_tt_car                    -0.0080 0.0004
b_tt_bus                    -0.0143 0.0003
b_tt_air                    -0.0054 0.0031
b_tt_rail                   -0.0076 0.0015
b_tt_interaction_business   -0.0091 0.0011
b_access                    -0.0207 0.0005
b_cost                      -0.0628 0.0009
b_cost_interaction_business  0.0162 0.0042
cost_income_elast           -0.0022 0.0027
b_no_frills                  0.0000     NA
b_wifi                       0.0034 0.0005
b_food                      -0.0412 0.0020