A full Bayesian model to handle structural ones and missingness in economic evaluations from individual-level data

DOI10.1002/SIM.8045zbMATH Open1545.62321MaRDI QIDQ6625956

Andrea Gabrio, Alexina Mason, Gianluca Baio

Publication date: 28 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

Bayesian statisticsmissing datahurdle modelseconomic evaluations

Mathematics Subject Classification ID

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

Cites Work

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• Two-pronged strategy for using DIC to compare selection models with non-ignorable missing responses
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• Bayesian Measures of Model Complexity and Fit
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• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)
• Deviance information criteria for missing data models
• Handling missing values in cost effectiveness analyses that use data from cluster randomized trials

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