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nestedLogit

Nested Dichotomy Logistic Regression Models

v0.4.0 · Mar 6, 2026 · GPL (>= 2)

Description

Provides functions for specifying and fitting nested dichotomy logistic regression models for a multi-category response and methods for summarising and plotting those models. Nested dichotomies are statistically independent, and hence provide an additive decomposition of tests for the overall 'polytomous' response. When the dichotomies make sense substantively, this method can be a simpler alternative to the standard 'multinomial' logistic model which compares response categories to a reference level. See: J. Fox (2016), "Applied Regression Analysis and Generalized Linear Models", 3rd Ed., ISBN 1452205663.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Reverse Dependencies (4)

Dependency Network

Dependencies Reverse dependencies broom car dplyr effects stringr tibble scales ggeffects insight parameters performance nestedLogit

Version History

new 0.4.0 Mar 9, 2026