Applied Missing Data Analysis in the Health Sciences Hardback
by Xiao-Hua (University of Washington) Zhou, Chuan (University of Washington) Zhou, Danping (Eunice Kennedy Shriver National Institute of Child Health and Human Development) Lui, Xaiobo (Chinese Academy of Sciences) Ding
Part of the Statistics in Practice series
Hardback
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Applied Missing Data Analysis in the Health Sciences A modern and practical guide to the essential concepts and ideas for analyzing data with missing observations in the field of biostatistics With an emphasis on hands-on applications, Applied Missing Data Analysis in the Health Sciences outlines the various statistical methods for the analysis of missing data.
The authors acknowledge the limitations of established techniques and provide newly-developed methods with concrete applications in areas such as causal inference. Organized by types of data, chapter coverage begins with an overall introduction to the existence and limitations of missing data and continues into techniques for missing data inference, including likelihood-based, weighted GEE, multiple imputation, and Bayesian methods.
The book subsequently covers cross-sectional, longitudinal, hierarchical, survival data.
In addition, Applied Missing Data Analysis in the Health Sciences features: Multiple data sets that can be replicated using SAS®, Stata®, R, and WinBUGS software packagesNumerous examples of case studies to illustrate real-world scenarios and demonstrate applications of discussed methodologiesDetailed appendices to guide readers through the use of the presented data in various software environments Applied Missing Data Analysis in the Health Sciences is an excellent textbook for upper-undergraduate and graduate-level biostatistics courses as well as an ideal resource for health science researchers and applied statisticians.
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Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:256 pages, Charts: 20 B&W, 0 Color; Drawings: 10 B&W, 0 Color; Graphs: 45 B&W, 0 Color
- Publisher:John Wiley & Sons Inc
- Publication Date:18/07/2014
- Category:
- ISBN:9780470523810
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:256 pages, Charts: 20 B&W, 0 Color; Drawings: 10 B&W, 0 Color; Graphs: 45 B&W, 0 Color
- Publisher:John Wiley & Sons Inc
- Publication Date:18/07/2014
- Category:
- ISBN:9780470523810