A fair comparison of tree-based and parametric methods in multiple imputation by chained equations

DOI10.1002/sim.8468zbMATH Open1546.62701MaRDI QIDQ6627535

Melissa G. Naylor, Emily Slade

Publication date: 29 October 2024

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

zbMATH Keywords

interactionimputationmissing dataregression tree

Mathematics Subject Classification ID

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

Cites Work

• Unnamed Item
• Recursive partitioning for missing data imputation in the presence of interaction effects
• Analysis of ordinal longitudinal data under nonignorable missingness and misreporting: an application to Alzheimer's disease study
• Multiple imputation: current perspectives
• Random forests

Related Items (1)

Recoverability and estimation of causal effects under typical multivariable missingness mechanisms

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