A sensitivity analysis of two multivariate response models

DOI10.1016/0167-9473(94)90018-3zbMath0937.62646OpenAlexW2074818082MaRDI QIDQ1361513

Emmanuel Lesaffre, Geert Molenberghs, Geert Verbeke

Publication date: 25 August 1997

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0167-9473(94)90018-3

zbMATH Keywords

associationodds ratiogeneralized linear modelsordinal variablesmultivariate Dale modeltetrachoric correlationmultivariate probit modelpolychoric correlation

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (4)

Modeling Clustered Ordered Categorical Data: A Survey ⋮ Prediction and classification when the diagnostic classes are related ⋮ Models for the association between ordinal variables. ⋮ Maximum Likelihood Estimation of Bivariate Logistic Models for Incomplete Responses with Indicators of Ignorable and Non-Ignorable Missingness

Uses Software

• GAUSS
• APL
• AS 195

Cites Work

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• Longitudinal data analysis using generalized linear models
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• Models for Longitudinal Data: A Generalized Estimating Equation Approach
• Algorithm AS 195: Multivariate Normal Probabilities with Error Bound
• Dependence function for continuous bivariate densities
• A note on a goodness-of-fit test for the logistic regression model
• Association models and the bivariate normal for contingency tables with ordered categories
• Testing for dependence in multivariate probit models
• Existence and Uniqueness of the Maximum Likelihood Estimator for a Multivariate Probit Model
• Marginal Modeling of Correlated Ordinal Data Using a Multivariate Plackett Distribution
• The Grouped Continuous Model for Multivariate Ordered Categorical Variables and Covariate Adjustment
• Maximum Likelihood Estimation of Misspecified Models

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