Mediation analysis in categorical variables under non-ignorable missing data mechanisms

DOI10.1007/s42519-023-00346-3MaRDI QIDQ6151249

Sarah Ayoku, Haresh D. Rochani, Hani M. Samawi, Jingjing Yin

Publication date: 9 February 2024

Published in: Journal of Statistical Theory and Practice (Search for Journal in Brave)

zbMATH Keywords

logistic regressionmaximum likelihood methodmissing datacontingency tablecategorical variableslog-linearmediation analysisBRD modelsmediated effect

Mathematics Subject Classification ID

Statistics (62-XX) Applications of statistics (62Pxx) Multivariate analysis (62Hxx)

Cites Work

• Estimates for cell counts and common odds ratio in three-way contingency tables by homogeneous log-linear models with missing data
• Principal Stratification in Causal Inference
• The Analysis of Partially Categorized Contingency Data
• A simpler approach for mediation analysis for dichotomous mediators in logistic regression
• A general method for analysis of covariance structures
• Discrete Multivariate Analysis Theory and Practice

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