{"product_id":"applied-missing-data-analysis-in-the-health-sciences-9780470523810","title":"Applied Missing Data Analysis in the Health Sciences","description":"\u003cp\u003e • Author(s): Xiao-Hua Zhou\u003cbr\u003e • Publisher: Wiley\u003cbr\u003e • Publisher Imprint: Wiley\u003cbr\u003e • BISAC: Biostatistics\u003c\/p\u003e\u003cp\u003e\u003cb\u003eApplied Missing Data Analysis in the Health Sciences\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003cb\u003eA modern and practical guide to the essential concepts and ideas for analyzing data with missing observations in the field of biostatistics\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eWith an emphasis on hands-on applications, \u003ci\u003eApplied Missing Data Analysis in the Health Sciences \u003c\/i\u003eoutlines 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. \u003c\/p\u003e\u003cp\u003eOrganized 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, \u003ci\u003eApplied Missing Data Analysis in the Health Sciences \u003c\/i\u003efeatures: *Multiple data sets that can be replicated using SAS\u003csup\u003e®\u003c\/sup\u003e, Stata\u003csup\u003e®\u003c\/sup\u003e, R, and WinBUGS software packages *Numerous examples of case studies to illustrate real-world scenarios and demonstrate applications of discussed methodologies *Detailed appendices to guide readers through the use of the presented data in various software environments \u003c\/p\u003e\u003cp\u003e\u003ci\u003eApplied Missing Data Analysis in the Health Sciences \u003c\/i\u003eis an excellent textbook for upper-undergraduate and graduate-level biostatistics courses as well as an ideal resource for health science researchers and applied statisticians.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Hardcover","offer_id":45202351620247,"sku":"9780470523810","price":10494.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780470523810.webp?v=1769208212","url":"https:\/\/atlanticbooks.com\/products\/applied-missing-data-analysis-in-the-health-sciences-9780470523810","provider":"Atlantic Books","version":"1.0","type":"link"}