Multinomial Probit and Logit Models
The multinomial probit and logit models have a dependent variable that is a categorical, unordered variable. The choices/categories are called alternatives (coded as 1, 2, 3, 4…) and only one alternative can be selected. Examples include the type of insurance contract that an individual selects, and the occupational choice by an individual (business, academic, non-profit organization).
Handouts, Programs, and Data
Multinomial Probit and Logit Models
Multinomial Probit and Logit Models Example
Multinomial Probit and Logit Models Stata Program and Output
Conditional Logit Model Stata Program and Output
Mixed Logit Model Stata Program and Output
Multinomial Probit and Logit Models in Stata.do
Conditional Probit and Logit Models in Stata.do
Multinomial Probit and Logit Models R Program and Output
Multinomial Probit and Logit Models in R.R
Multinomial Probit and Logit Models SAS Program and Output
Conditional Logit Model SAS Program and Output
Mixed Logit Model SAS Program and Output
Multinomial Probit and Logit Models in SAS.sas
Conditional Probit and Logit Models in SAS.sas
Multinomial probit and logit models: topics covered
Multinomial outcome dependent variable (in wide and long form of data sets)
Independent variables (alternative-invariant or alternative-variant)
Multinomial logit model (coefficients, marginal effects, IIA) and multinomial probit model
Conditional logit model (coefficients, marginal effects)
Mixed logit model (random parameters model)