Biogeme Swissmetro examples

Various examples are available to illustrate the syntax of biogeme. They are all based on a data set collected to analyze the impact of the modal innovation in transportation: Swissmetro, a revolutionary mag-lev underground system.

Download the data file here.

Documentation:

Each model is available both as a .mod file, with the syntax of (bison) biogeme, and as a .py file, with the specification written in python, to be used with pythonbiogeme. The .html generated by biogeme is also provided, both for biogeme and pythonbiogeme. In general, the output are identical. However, when random numbers are used, the output may vary.

Description	biogeme	pythonbiogeme
Logit	`01logit.mod`	`01logit.py`
	`01logit.html`	`01logit.html`
WESML: using weights	`02weight.mod`	`02weight.py`
	`02weight.html`	`02weight.html`

Scale	`03scale.mod`	`03scale.py`
	`03scale.html`	`03scale.html`

Transforming the variables	`04modifVariables.mod`	`04modifVariables.py`
	`04modifVariables.html`	`04modifVariables.html`

Normal mixture of logit	`05normalMixture.mod`	`05normalMixture.py`
	`05normalMixture.html`	`05normalMixture.html`
Normal mixture of logit (with numerical integration)	Not implemented	`05normalMixtureIntegral.py`
		`05normalMixtureIntegral.html`

Uniform mixture of logit	`06unifMixture.mod`	`06unifMixture.py`
	`06unifMixture.html`	`06unifMixture.html`

Uniform mixture of logit (with numerical integration)	Not implemented	`06unifMixtureIntegral.py`
		`06unifMixtureIntegral.html`

Discrete mixture of logit (latent classes)	`07discreteMixture.mod`	`07discreteMixture.py`
	`07discreteMixture.html`	`07discreteMixture.html`

Box-Cox transforms	`08boxcox.mod`	`08boxcox.py`
	`08boxcox.html`	`08boxcox.html`

Nested logit	`09nested.mod`	`09nested.py`
	`09nested.html`	`09nested.html`

Nested logit, normalized from the bottom	`10nestedBottom.mod`	`10nestedBottom.py`
	`10nestedBottom.html`	`10nestedBottom.html`

Cross nested logit	`11cnl.mod`	`11cnl.py`
	`11cnl.html`	`11cnl.html`

Error component with panel data (unidentified)	`12panel.mod`	`12panel.py`
	`12panel.html`	`12panel.html`

Error component with panel data (normalized)	`13panelNormalized.mod`	`13panelNormalized.py`
	`13panelNormalized.html`	`13panelNormalized.html`

MEV correction for choice based sampling	`14selectionBias.mod`	`14selectionBias.py`
	`14selectionBias.html`	`14selectionBias.html`

Panel with latent classes	`15panelDiscrete.mod`	`15panelDiscrete.py`
	`15panelDiscrete.html`	`15panelDiscrete.html`

Seminonparametric	`16legendre.mod`	Not implemented
	`16legendre.html`	Not implemented
Lognormal mixture of logit	`17lognormalMixture.mod`	`17lognormalMixture.py`
	`17lognormalMixture.html`	`17lognormalMixture.html`
Lognormal mixture of logit (with numerical integration)	Not implemented	`17lognormalMixtureIntegral.py`
		`17lognormalMixtureIntegral.html`

Lognormal mixture of logit, with derivatives	`17lognormalMixtureWithDerivatives.mod`	Not relevant
	`17lognormalMixtureWithDerivatives.html`	Not relevant
Latent class model	Not implemented	`18latentClasses.py`
	Not implemented	`18latentClasses.html`

Latent variable model (discrete response)	Not implemented	`19latentVariable.py`
	Not implemented	`19latentVariable.html`

Latent variable model (continuous response)	Not implemented	`20latentVariable.py`
	Not implemented	`20latentVariable.html`

Model application and elasticities	Not implemented	`01logit_simul.py`
	Not implemented	`01logit_simul.html`

Compute statistics on the data	Not implemented	`01logit_stat.py`
	Not implemented	`01logit_stat.html`