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mclogit

Multinomial Logit Models for Categorical Responses and Discrete Choices

v0.9.15 · Dec 15, 2025 · GPL-2

Description

Provides estimators for multinomial logit models in their conditional logit (for discrete choices) and baseline logit variants (for categorical responses), optionally with overdispersion or random effects. Random effects models are estimated using the PQL technique (based on a Laplace approximation) or the MQL technique (based on a Solomon-Cox approximation). Estimates should be treated with caution if the group sizes are small.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (12)

Dependency Network

Dependencies Reverse dependencies Matrix MASS memisc nlme EQUALSTATS abn dtms projpred WeightIt ggeffects insight marginaleffects parameters performance see vecmatch mclogit

Version History

new 0.9.15 Mar 10, 2026
updated 0.9.15 ← 0.9.6 diff Dec 15, 2025
updated 0.9.6 ← 0.9.4.2 diff Oct 26, 2022
updated 0.9.4.2 ← 0.9.4 diff Apr 18, 2022
updated 0.9.4 ← 0.8.7.3 diff Apr 10, 2022
updated 0.8.7.3 ← 0.8.6.4 diff Mar 28, 2021
updated 0.8.6.4 ← 0.8.5.1 diff Nov 3, 2020
updated 0.8.5.1 ← 0.6.1 diff Jun 30, 2020
updated 0.6.1 ← 0.6 diff Sep 26, 2018
updated 0.6 ← 0.5.1 diff May 9, 2018
updated 0.5.1 ← 0.4.4 diff Jul 16, 2017
updated 0.4.4 ← 0.3-1 diff Dec 24, 2016
updated 0.3-1 ← 0.2-7 diff Oct 13, 2014
updated 0.2-7 ← 0.2-6 diff Sep 19, 2013
updated 0.2-6 ← 0.2-3 diff Jan 4, 2013
updated 0.2-3 ← 0.2-2 diff Dec 8, 2011
updated 0.2-2 ← 0.2-1 diff Apr 8, 2010
new 0.2-1 Apr 7, 2010