Stef van Buuren

Flexible Imputation of Missing Data, Second Edition

• Broschiertes Buch

Produktbeschreibung

This is the second edition of a popular book on multiple imputation, focused on explaining the application of methods through detailed worked examples using the MICE package as developed by the author. This new edition incorporates the recent developments in this fast-moving field.

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Produktdetails

• Chapman & Hall/CRC Interdisciplinary Statistics
• Verlag: Taylor & Francis Ltd
• 2 ed
• Seitenzahl: 444
• Erscheinungstermin: 30. September 2021
• Englisch
• Abmessung: 234mm x 156mm x 24mm
• Gewicht: 820g
• ISBN-13: 9781032178639
• ISBN-10: 1032178639
• Artikelnr.: 62573018

Autorenporträt

Stef van Buuren is a statistical consultant at the Netherlands Organisation for Applied Scientific Research TNO in Leiden with a broad knowledge of quantitative issues in public health. Since 2015, Van Buuren holds is the world's first Professor of Missing Data at the department of Methodology & Statistics, FSS, University of Utrecht. He is the originator of various new statistical tools.

Inhaltsangabe

1. Introduction 2. Multiple imputation 3. Univariate missing data 4.
Multivariate missing data 5. Analysis of imputed data 6. Imputation in
practice 7. Multilevel multiple imputation 8. Individual Causal Effects 9.
Measurement issues 10. Selection issues 11. Longitudinal data 12.
Conclusion