Multiple imputation in practice -- a case study using a complex German establishment survey

DOI10.1007/s10182-010-0136-zzbMath1443.62517OpenAlexW2024076894MaRDI QIDQ1633218

Jörg Drechsler

Publication date: 19 December 2018

Published in: AStA. Advances in Statistical Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10182-010-0136-z

zbMATH Keywords

multiple imputationmodel evaluationfully conditional specificationIAB establishment panelimputation software

Mathematics Subject Classification ID

Applications of statistics to social sciences (62P25) Sampling theory, sample surveys (62D05)

Related Items (1)

New data dissemination approaches in old Europe – synthetic datasets for a German establishment survey

Uses Software

• Amelia
• Stata
• IVEware
• MICE
• mi
• BayesDA
• ice
• inorm

Cites Work

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• A Markov chain Monte Carlo algorithm for multiple imputation in large surveys
• Frequentist model averaging with missing observations
• Diagnostics for Multivariate Imputations
• Multiple Imputation of Missing Income Data in the National Health Interview Survey

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