Computing Interaction Effects and Standard Errors in Logit and Probit Models [PDF]
The Stata Journal, 2004 Edward C Norton, Chunrong Ai
exaly +3 more sources
feologit: A new command for fitting fixed-effects ordered logit models
The Stata Journal, 2020 In this article, we describe how to fit panel-data ordered logit models with fixed effects using the new community-contributed command feologit. Fixed-effects models are increasingly popular for estimating causal effects in the social sciences because ...
Gregori Baetschmann +3 more
openalex +3 more sources
Logit Models of Individual Choices. [PDF]
, 2008 The logit function is the reciprocal function to the sigmoid logistic function. It maps the interval [0,1] into the real line and is written as $$logit\left( p \right)=\ln \left( {p/\left( {1-p} \right)} \right).$$ (1) Two traditions are involved in the modern theory of logit models of individual choices.
Magnac, Thierry
core +4 more sources
Log Odds and the Interpretation of Logit Models. [PDF]
Health Serv Res, 2018 Norton EC, Dowd BE.
europepmc +2 more sources
Categorical data analysis: Away from ANOVAs (transformation or not) and towards logit mixed models
Journal of Memory and Language, 2008 T Florian Jaeger
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logitr: Fast Estimation of Multinomial and Mixed Logit Models with Preference Space and Willingness-to-Pay Space Utility Parameterizations [PDF]
Journal of Statistical Software, 2022 This paper introduces the logitr R package for fast maximum likelihood estimation of multinomial logit and mixed logit models with unobserved heterogeneity across individuals, which is modeled by allowing parameters to vary randomly over individuals ...
J. Helveston
semanticscholar +1 more source
Generalized Ordered Logit/Partial Proportional Odds Models for Ordinal Dependent Variables
The Stata Journal, 2006 Richard Williams
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Estimating logit models with small samples
Political Science Research and Methods, 2021 In small samples, maximum likelihood (ML) estimates of logit model coefficients have substantial bias away from zero. As a solution, we remind political scientists of Firth's (1993, Biometrika, 80, 27–38) penalized maximum likelihood (PML) estimator ...
Carlisle Rainey, Kelly McCaskey
semanticscholar +1 more source
Erratum to: Do newly marketed generic medicines expand markets using descriptive time series analysis and mixed logit models? Korea as an exemplar and its implications. [PDF]
BMC Health Serv Res, 2017 Kwon HY, Godman B.
europepmc +3 more sources