NLOGIT
NLOGIT is a stand-alone extension of the econometric software package LIMDEP. It adds estimation, simulation and diagnostic tools for multinomial discrete-choice models—ranging from basic multinomial logit to mixed logit, random-regret logit, nested logit and latent-class specifications.
Although first targeted at economists, NLOGIT is now cited in studies across the social sciences, public health, transportation and marketing. Recent applied work still relies on version 6, released in 2016, because no further updates have appeared since the developer announced its closure in 2024.
History
Econometric Software, Inc. was founded in the early 1980s by NYU economist William H. Greene. An experimental “DISCRETE CHOICE” command in LIMDEP 6.0 evolved into a separate product: NLOGIT 1.0, whose core feature was a full‐information nested-logit estimator. Over the next two decades the program grew into a superset of LIMDEP, adding multinomial probit, mixed logit and a graphical simulation interface.On 1 November 2024 an official notice on the company’s website stated:
“After 35 years of developing and providing pioneering tools for micro-econometric analysis, Econometric Software, Inc. is closing its operations. We wholeheartedly thank all our users …”.
Since that announcement the main domains
limdep.com and nlogit.com have gone offline, and version 6 remains the final release.Models
NLOGIT implements full-information maximum-likelihood or simulated-likelihood estimators for a wide range of choice models. Among them are:- Unrestricted and scaled multinomial logit models, including heteroscedastic variants.
- Mixed logit with flexible distributional assumptions.
- Random-regret logit and “willingness-to-pay-space’’ parameterisations.
- Nested logit, heteroscedastic extreme value and error-components logit.
- Multinomial probit with simulation-based integration.
- Latent class models for unobserved taste heterogeneity.