jhelvy/logitr: Multinomial and mixed logit estimation in preference and willingness to pay space utility specifications

logitr estimates multinomial (MNL) and mixed logit (MXL) models in R. Models can be estimated in "Preference" or "Willingness-to-pay (WTP)" space utility specifications. The program includes an option to run a multistart optimization loop with random starting points in each iteration, which is useful for non-convex problems like MXL models or models with WTP space utility parameterizations. The main optimization loop uses the nloptr function to minimize the negative log-likelihood function.

Getting started

Package details

LicenseGPL-3. A copy of the GNU General Public License, version 3, is available at https://www.r-project.org/Licenses/GPL-3
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
jhelvy/logitr documentation built on Sept. 25, 2018, 10:31 a.m.