Choice Model

1 Discrete choice

1.1 Prerequisite knowledge

• Normal distribution

• Logistic distribution

1.2 Binary choice

• Logistic regression

1.3 Multinomial choice without correlation among alternatives

1.3.1 Logit with attributes of the person but no attributes of the alternatives

• Multinomial logistic regression

1.3.2 Logit with variables that vary over alternatives

• Conditional logit

1.4 Multinomial choice with correlation among alternatives

• Nested logit

• Generalized Extreme Value (GEV) models

• Multinomial probit

• Mixed logit