Improved methods for estimating fraction of missing information in multiple imputation

DOI10.1080/25742558.2018.1551504zbMath1426.62035OpenAlexW2900610248WikidataQ92543607 ScholiaQ92543607MaRDI QIDQ5193294

Qiyuan Pan, Rong Wei

Publication date: 10 September 2019

Published in: Cogent Mathematics & Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/25742558.2018.1551504

zbMATH Keywords

missing datamultiple imputationfraction of missing informationNational Ambulatory Medical Care Surveynumber of imputations

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Sampling theory, sample surveys (62D05)

Uses Software

• Stata
• mvis

Cites Work

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• Inferences on missing information under multiple imputation and two-stage multiple imputation
• Approximation Theorems of Mathematical Statistics
• Multiple Imputation and its Application
• Miscellanea. Small-sample degrees of freedom with multiple imputation
• Multiple Imputation of Missing Income Data in the National Health Interview Survey
• Comment on: ``Quantifying the fraction of missing information for hypothesis testing in statistical and genetic studies

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