Applied Missing Data Analysis in the Health Sciences - Xaiobo Ding; Chuan Zhou; Danping Lui; Xiao-Hua Zhou

Applied Missing Data Analysis in the Health Sciences
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Autor: Xaiobo Ding; Chuan Zhou; Danping Lui; Xiao-Hua Zhou

 Wydawnictwo: Blackwell Science
ISBN: 9780470523810
EAN:
Format: ...
Oprawa: twarda
Stron: 256
Data wydania: 2014-07-01
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This book provides a modern, hands-on guide to the essential concepts and ideas for analyzing data with missing observations in the field of biostatistics. It acknowledges the limitations of established techniques and provides concrete applications of newly developed methods. It covers traditional techniques for missing data inference--including likelihood-based, weighted GEE, multiple imputation, and Bayesian methods--and applies the methodology to rapidly developing areas of research. The book is ideal for courses on biostatistics at the upper-undergraduate and graduate levels and for health science researchers and applied statisticians.

Książka "Applied Missing Data Analysis in the Health Sciences"
Xaiobo Ding; Chuan Zhou; Danping Lui; Xiao-Hua Zhou