logitr
logitr estimates multinomial (MNL) and mixed logit (MXL) models in R. Models can be estimated using "Preference" space or "Willingness-to-pay (WTP)" space utility parameterizations. The current version includes support for:
Documentation for installing and using logitr are on the project's github page:
- Homogeneous multinomial logit (MNL) models
- Heterogeneous mixed logit (MXL) models (support for normal and log-normal parameter distributions).
- Preference space utility parameterization.
- WTP space utility parameterization.
- A multistart optimization loop with random starting points in each iteration (useful for non-convex problems like MXL models or models with WTP space utility parameterizations).
- A simulation function for computing the expected shares of a set of alternatives using an estimated model.
Documentation for installing and using logitr are on the project's github page: