.. _sphx_glr_auto_examples_swissmetro:
Biogeme examples for the Swissmetro data
****************************************
You find here several examples of models that can be estimated and simulated with Biogeme.
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b01logit_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b01logit.py`
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Estimation of a logit model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b01logit_all_algos_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b01logit_all_algos.py`
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Logit model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b01logit_bis_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b01logit_bis.py`
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Illustration of additional features of Biogeme
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b01logit_simul_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b01logit_simul.py`
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Simulation of a logit model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b02weight_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b02weight.py`
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WESML
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b03scale_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b03scale.py`
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Heteroscedastic specification
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b04validation_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b04validation.py`
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Out-of-sample validation
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b05normal_mixture_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b05normal_mixture.py`
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Mixture of logit models
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b05normal_mixture_all_algos_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b05normal_mixture_all_algos.py`
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Mixture of logit
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b05normal_mixture_integral_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b05normal_mixture_integral.py`
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Mixture of logit models
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b05normal_mixture_simul_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b05normal_mixture_simul.py`
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Simulation of a mixture model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b06unif_mixture_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b06unif_mixture.py`
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Mixture of logit models
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b06unif_mixture_MHLS_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b06unif_mixture_MHLS.py`
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Mixture of logit models
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b06unif_mixture_integral_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b06unif_mixture_integral.py`
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Mixture of logit models
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b07discrete_mixture_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b07discrete_mixture.py`
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Latent class model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b08boxcox_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b08boxcox.py`
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Box-Cox transforms
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b09nested_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b09nested.py`
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Nested logit model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b09nested_old_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b09nested_old.py`
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Nested logit model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b10nested_bottom_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b10nested_bottom.py`
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Nested logit model normalized from bottom
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b10nested_bottom_old_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b10nested_bottom_old.py`
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Nested logit model normalized from bottom
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b11cnl_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b11cnl.py`
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Cross-nested logit
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b11cnl_old_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b11cnl_old.py`
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Cross-nested logit (old syntax)
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b11cnl_simul_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b11cnl_simul.py`
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Simulation of a cross-nested logit model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b11cnl_sparse_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b11cnl_sparse.py`
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Cross-nested logit
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b12panel_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b12panel.py`
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Mixture of logit with panel data
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b12panel_flat_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b12panel_flat.py`
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Mixture of logit with panel data
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b13panel_simul_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b13panel_simul.py`
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Simulation of panel model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b14nested_endogenous_sampling_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b14nested_endogenous_sampling.py`
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Nested logit with corrections for endogeneous sampling
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b15panel_discrete_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b15panel_discrete.py`
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Discrete mixture with panel data
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b15panel_discrete_bis_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b15panel_discrete_bis.py`
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Discrete mixture with panel data
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b16panel_discrete_socio_eco_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b16panel_discrete_socio_eco.py`
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Discrete mixture with panel data
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b17lognormal_mixture_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b17lognormal_mixture.py`
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Mixture with lognormal distribution
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b17lognormal_mixture_integral_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b17lognormal_mixture_integral.py`
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Mixture with lognormal distribution
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b18ordinal_logit_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b18ordinal_logit.py`
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Ordinal logit model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b18ordinal_probit_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b18ordinal_probit.py`
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Ordinal probit model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b19individual_level_parameters_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b19individual_level_parameters.py`
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Calculation of individual level parameters
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b20multiple_models_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b20multiple_models.py`
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Estimation of several models
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b21multiple_models_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b21multiple_models.py`
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Assisted specification
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b21multiple_models_spec_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b21multiple_models_spec.py`
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Specification of a catalog of models
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b21process_pareto_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b21process_pareto.py`
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Re-estimate the Pareto optimal models
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b22multiple_models_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b22multiple_models.py`
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Assisted specification
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b22multiple_models_spec_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b22multiple_models_spec.py`
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Specification of a catalog of models
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b22process_pareto_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b22process_pareto.py`
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Re-estimate the Pareto optimal models
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b23binary_logit_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b23binary_logit.py`
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Binary logit model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b23binary_probit_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b23binary_probit.py`
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Binary probit model
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b24halton_mixture_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b24halton_mixture.py`
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Mixture of logit with Halton draws
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b25triangular_mixture_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_plot_b25triangular_mixture.py`
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Triangular mixture of logit
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_plot_b26triangular_panel_mixture_thumb.png
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:ref:`sphx_glr_auto_examples_swissmetro_plot_b26triangular_panel_mixture.py`
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Triangular mixture with panel data
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_swissmetro_binary_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_swissmetro_binary.py`
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Data preparation for Swissmetro (binary choice)
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_swissmetro_data_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_swissmetro_data.py`
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Data preparation for Swissmetro
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.. image:: /auto_examples/swissmetro/images/thumb/sphx_glr_swissmetro_panel_thumb.png
:alt:
:ref:`sphx_glr_auto_examples_swissmetro_swissmetro_panel.py`
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Panel data preparation for Swissmetro
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.. toctree::
:hidden:
/auto_examples/swissmetro/plot_b01logit
/auto_examples/swissmetro/plot_b01logit_all_algos
/auto_examples/swissmetro/plot_b01logit_bis
/auto_examples/swissmetro/plot_b01logit_simul
/auto_examples/swissmetro/plot_b02weight
/auto_examples/swissmetro/plot_b03scale
/auto_examples/swissmetro/plot_b04validation
/auto_examples/swissmetro/plot_b05normal_mixture
/auto_examples/swissmetro/plot_b05normal_mixture_all_algos
/auto_examples/swissmetro/plot_b05normal_mixture_integral
/auto_examples/swissmetro/plot_b05normal_mixture_simul
/auto_examples/swissmetro/plot_b06unif_mixture
/auto_examples/swissmetro/plot_b06unif_mixture_MHLS
/auto_examples/swissmetro/plot_b06unif_mixture_integral
/auto_examples/swissmetro/plot_b07discrete_mixture
/auto_examples/swissmetro/plot_b08boxcox
/auto_examples/swissmetro/plot_b09nested
/auto_examples/swissmetro/plot_b09nested_old
/auto_examples/swissmetro/plot_b10nested_bottom
/auto_examples/swissmetro/plot_b10nested_bottom_old
/auto_examples/swissmetro/plot_b11cnl
/auto_examples/swissmetro/plot_b11cnl_old
/auto_examples/swissmetro/plot_b11cnl_simul
/auto_examples/swissmetro/plot_b11cnl_sparse
/auto_examples/swissmetro/plot_b12panel
/auto_examples/swissmetro/plot_b12panel_flat
/auto_examples/swissmetro/plot_b13panel_simul
/auto_examples/swissmetro/plot_b14nested_endogenous_sampling
/auto_examples/swissmetro/plot_b15panel_discrete
/auto_examples/swissmetro/plot_b15panel_discrete_bis
/auto_examples/swissmetro/plot_b16panel_discrete_socio_eco
/auto_examples/swissmetro/plot_b17lognormal_mixture
/auto_examples/swissmetro/plot_b17lognormal_mixture_integral
/auto_examples/swissmetro/plot_b18ordinal_logit
/auto_examples/swissmetro/plot_b18ordinal_probit
/auto_examples/swissmetro/plot_b19individual_level_parameters
/auto_examples/swissmetro/plot_b20multiple_models
/auto_examples/swissmetro/plot_b21multiple_models
/auto_examples/swissmetro/plot_b21multiple_models_spec
/auto_examples/swissmetro/plot_b21process_pareto
/auto_examples/swissmetro/plot_b22multiple_models
/auto_examples/swissmetro/plot_b22multiple_models_spec
/auto_examples/swissmetro/plot_b22process_pareto
/auto_examples/swissmetro/plot_b23binary_logit
/auto_examples/swissmetro/plot_b23binary_probit
/auto_examples/swissmetro/plot_b24halton_mixture
/auto_examples/swissmetro/plot_b25triangular_mixture
/auto_examples/swissmetro/plot_b26triangular_panel_mixture
/auto_examples/swissmetro/swissmetro_binary
/auto_examples/swissmetro/swissmetro_data
/auto_examples/swissmetro/swissmetro_panel