Hybrid choice models¶
Examples of discrete choice models with latent variables.
Technical report¶
The examples are described in the technical report Estimating hybrid choice models with Biogeme, by Michel Bierlaire, Moshe Ben-Akiva, and Joan Walker (Report TRANSP-OR 260814).
The build-only example 8. Build-only hybrid-choice example with explicit parameter overrides shows how to override a parameter created automatically by the latent-variable builder. It follows the simultaneous Gaussian model, applies a fixed measurement loading, and stops before estimation so that the documentation focuses on expression construction.
Baseline mode choice model: maximum likelihood estimation
Sequential estimation of a choice model with a latent variable
Gaussian MIMIC model: maximum likelihood estimation
8. Build-only hybrid-choice example with explicit parameter overrides
Gaussian hybrid mode choice model: simultaneous maximum likelihood estimation
Ordered-logit hybrid mode choice model: simultaneous maximum likelihood estimation
Ordered-probit hybrid mode choice model: simultaneous maximum likelihood estimation
Simultaneous hybrid choice model with ordered-probit indicators