A stacked approach for chained equations multiple imputation incorporating the substantive model

DOI10.1111/BIOM.13372zbMath1520.62134arXiv1910.04625OpenAlexW3085461957WikidataQ99401198 ScholiaQ99401198MaRDI QIDQ6055490

Lauren J. Beesley

Publication date: 30 October 2023

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1910.04625

zbMATH Keywords

multiple imputationchained equationssubstantive model compatible imputationstacked imputation

Mathematics Subject Classification ID

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

Cites Work

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• Parametric fractional imputation for missing data analysis
• Fractional imputation in survey sampling: a comparative review
• Fully conditional specification in multivariate imputation
• Inference for imputation estimators
• Flexible Imputation of Missing Data, Second Edition
• On the stationary distribution of iterative imputations
• Tools for statistical inference. Methods for the exploration of posterior distributions and likelihood functions.

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