Biogeme examples for hybrid choice modelsΒΆ

This directory provides example implementations of MIMIC and hybrid choice models estimated with Biogeme, using both maximum likelihood and Bayesian methods. The examples range from latent-variable-only models to fully integrated hybrid choice models and are intended as reproducible references and learning material.

Choice model

Choice model

Configuration

Configuration

Model estimation

Model estimation

Prepare for server

Prepare for server

Latent variables

Latent variables

Likert indicators

Likert indicators

MIMIC model

MIMIC model

Data preparation

Data preparation

1. Choice model only - maximum likelihood estimation

1. Choice model only - maximum likelihood estimation

2. MIMIC model - maximum likelihood estimation

2. MIMIC model - maximum likelihood estimation

3. Hybrid choice model - maximum likelihood estimation

3. Hybrid choice model - maximum likelihood estimation

4. Choice model only - Bayesian estimation

4. Choice model only - Bayesian estimation

5. MIMIC model - Bayesian estimation

5. MIMIC model - Bayesian estimation

6. Hybrid choice model - Bayesian estimation

6. Hybrid choice model - Bayesian estimation

Read or estimate model parameters

Read or estimate model parameters