Biogeme examples for the Swissmetro data¶

You find here several examples of models that can be estimated and simulated with Biogeme.

Estimation of a logit model

Estimation of a logit model

Logit model

Illustration of additional features of Biogeme

Illustration of additional features of Biogeme

Simulation of a logit model

Simulation of a logit model

Illustration the quick_estimate of Biogeme

Illustration the quick_estimate of Biogeme

WESML

Heteroscedastic specification

Heteroscedastic specification

Out-of-sample validation

Out-of-sample validation

Mixture of logit models

Mixture of logit models

Mixture of logit

Mixture of logit

Mixture of logit models

Mixture of logit models

Simulation of a mixture model

Simulation of a mixture model

Mixture of logit models

Mixture of logit models

Mixture of logit models

Mixture of logit models

sphx_glr_auto_examples_swissmetro_plot_b06unif_mixture_integral.py

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Latent class model

Latent class model

Box-Cox transforms

Box-Cox transforms

Nested logit model

Nested logit model

Nested logit model normalized from bottom

Nested logit model normalized from bottom

Cross-nested logit

Cross-nested logit

Cross-nested logit

Cross-nested logit

Simulation of a cross-nested logit model

Simulation of a cross-nested logit model

Cross-nested logit

Cross-nested logit

Mixture of logit with panel data

Mixture of logit with panel data

Simulation of panel model

Simulation of panel model

Nested logit with corrections for endogeneous sampling

Nested logit with corrections for endogeneous sampling

Discrete mixture with panel data

Discrete mixture with panel data

Discrete mixture with panel data

Discrete mixture with panel data

Discrete mixture with panel data

Discrete mixture with panel data

Mixture with lognormal distribution

Mixture with lognormal distribution

Mixture with lognormal distribution

Mixture with lognormal distribution

Ordinal logit model

Ordinal logit model

Ordinal probit model

Ordinal probit model

Calculation of individual level parameters

Calculation of individual level parameters

Estimation of several models

Estimation of several models

Assisted specification

Assisted specification

Specification of a catalog of models

Specification of a catalog of models

Re-estimate the Pareto optimal models

Re-estimate the Pareto optimal models

Assisted specification

Assisted specification

Specification of a catalog of models

Specification of a catalog of models

Re-estimate the Pareto optimal models

Re-estimate the Pareto optimal models

Binary logit model

Binary logit model

Binary probit model

Binary probit model

Mixture of logit with Halton draws

Mixture of logit with Halton draws

Triangular mixture of logit

Triangular mixture of logit

Triangular mixture with panel data

Triangular mixture with panel data

Data preparation for Swissmetro (binary choice)

Data preparation for Swissmetro (binary choice)

Data preparation for Swissmetro

Data preparation for Swissmetro

Panel data preparation for Swissmetro

Panel data preparation for Swissmetro