Hybrid choice models

Examples of discrete choice models with latent variables.

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Choice model specification used in the latent-variable tutorial.

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Generate SLURM run scripts for Biogeme experiments.

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Likert indicators and Likert types (SPEC ONLY)

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Number of Monte-Carlo draws used by the hybrid choice model examples.

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Latent variables (SPEC ONLY)

Data preparation

Data preparation

Baseline mode choice model: maximum likelihood estimation

Baseline mode choice model: maximum likelihood estimation

Gaussian MIMIC model: maximum likelihood estimation

Gaussian MIMIC model: maximum likelihood estimation

Sequential estimation of a choice model with a latent variable

Sequential estimation of a choice model with a latent variable

Gaussian hybrid mode choice model: simultaneous maximum likelihood estimation

Gaussian hybrid mode choice model: simultaneous maximum likelihood estimation

Ordered-logit 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

Ordered-probit hybrid mode choice model: simultaneous maximum likelihood estimation

Load the Optima data set.

Simultaneous hybrid choice model with ordered-probit indicators.