Multilevel Ordinal Logit Models: A Proportional Odds Application Using Data from Brazilian Higher Education Institutions

Multilevel Ordinal Logit Models: A Proportional Odds Application Using Data from Brazilian Higher Education Institutions

This tutorial delves into the application of proportional odds-type ordinal logistic regression to assess the impact of incorporating both fixed and random effects when predicting the rankings of Brazilian universities in a well-established international academic assessment utilizing authentic data....

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Bibliographic Details
Main Authors: Rafael de Freitas Souza, Fabiano Guasti Lima, Hamilton Luiz Corrêa
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Axioms
Subjects:
ordinal logistic regression
proportional odds
random coefficient model
repeated measures
intra-class correlations
higher education institution
Online Access:https://www.mdpi.com/2075-1680/13/1/47

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https://www.mdpi.com/2075-1680/13/1/47

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