Read e-book online Applied Missing Data Analysis in the Health Sciences PDF

By Xiao-Hua Zhou,Chuan Zhou,Danping Lui,Xaiobo Ding

ISBN-10: 0470523816

ISBN-13: 9780470523810

A sleek and functional advisor to the basic innovations and ideas for reading information with lacking observations within the box of biostatistics

With an emphasis on hands-on applications, utilized lacking facts research within the wellbeing and fitness Sciences outlines a number of the glossy statistical tools for the research of lacking facts. The authors recognize the restrictions of demonstrated suggestions and supply newly-developed equipment with concrete functions in components equivalent to causal inference tools and the sphere of diagnostic medicine.

Organized through sorts of facts, bankruptcy assurance starts with an total advent to the life and barriers of lacking information and keeps into conventional thoughts for lacking information inference, together with likelihood-based, weighted GEE, a number of imputation, and Bayesian equipment. The book’s in this case covers cross-sectional, longitudinal, hierarchical, survival info. moreover, Applied lacking info research within the future health Sciences features:

  • Multiple facts units that may be replicated utilizing the SAS®, Stata®, R, and WinBUGS software program packages
  • Numerous examples of case reviews within the box of biostatistics to demonstrate real-world situations and show purposes of mentioned methodologies
  • Detailed appendices to lead readers by using the awarded info in a variety of software program environments

Applied lacking information research within the wellbeing and fitness Sciences is a wonderful textbook for upper-undergraduate and graduate-level biostatistics classes in addition to an ideal resource for wellbeing and fitness technological know-how researchers and utilized statisticians.

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Applied Missing Data Analysis in the Health Sciences (Statistics in Practice) by Xiao-Hua Zhou,Chuan Zhou,Danping Lui,Xaiobo Ding

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