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Flexible Imputation of Missing Data, Second Edition
Taschenbuch von Stef Van Buuren

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Beschreibung

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.

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.

Über den Autor

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.

Inhaltsverzeichnis

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

Details
Erscheinungsjahr: 2021
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 444
ISBN-13: 9781032178639
ISBN-10: 1032178639
Einband: Kartoniert / Broschiert
Autor: Buuren, Stef Van
Hersteller: Taylor & Francis Ltd
Maße: 229 x 153 x 24 mm
Von/Mit: Stef Van Buuren
Erscheinungsdatum: 30.09.2021
Gewicht: 0,822 kg
preigu-id: 120545382
Über den Autor

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.

Inhaltsverzeichnis

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

Details
Erscheinungsjahr: 2021
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 444
ISBN-13: 9781032178639
ISBN-10: 1032178639
Einband: Kartoniert / Broschiert
Autor: Buuren, Stef Van
Hersteller: Taylor & Francis Ltd
Maße: 229 x 153 x 24 mm
Von/Mit: Stef Van Buuren
Erscheinungsdatum: 30.09.2021
Gewicht: 0,822 kg
preigu-id: 120545382
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