Download PDF by Garrett M. Fitzmaurice,Nan M. Laird,James H. Ware: Applied Longitudinal Analysis (Wiley Series in Probability

By Garrett M. Fitzmaurice,Nan M. Laird,James H. Ware

ISBN-10: 0470380276

ISBN-13: 9780470380277

Praise for the 1st Edition

". . . [this ebook] may be at the shelf of every person attracted to . . . longitudinal info analysis."
Journal of the yank Statistical Association

Features newly built themes and purposes of the research of longitudinal data

Applied Longitudinal Analysis, moment variation provides sleek equipment for reading info from longitudinal stories and now gains the newest state of the art options. The booklet emphasizes useful, instead of theoretical, points of equipment for the research of numerous different types of longitudinal info that may be utilized throughout a number of fields of research, from the wellbeing and fitness and clinical sciences to the social and behavioral sciences.

The authors contain their broad educational and learn adventure in addition to a number of updates which have been made in line with reader suggestions. the second one version gains six newly additional chapters that discover subject matters at the moment evolving within the box, including:

  • Fixed results and combined results models
  • Marginal types and generalized estimating equations
  • Approximate equipment for generalized linear combined results models
  • Multiple imputation and inverse likelihood weighted methods
  • Smoothing equipment for longitudinal data
  • Sample measurement and power

Each bankruptcy offers tools within the environment of purposes to information units drawn from the health and wellbeing sciences. New challenge units were extra to many chapters, and a comparable site positive aspects pattern courses and desktop output utilizing SAS, Stata, and R, in addition to facts units and supplemental slides to facilitate an entire realizing of the material.

With its robust emphasis on multidisciplinary purposes and the translation of effects, Applied Longitudinal Analysis, moment variation is a superb booklet for classes on records within the health and wellbeing and scientific sciences on the upper-undergraduate and graduate degrees. The e-book additionally serves as a helpful reference for researchers and pros within the clinical, public overall healthiness, and pharmaceutical fields in addition to these in social and behavioral sciences who want to research extra approximately interpreting longitudinal data.

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Applied Longitudinal Analysis (Wiley Series in Probability and Statistics) by Garrett M. Fitzmaurice,Nan M. Laird,James H. Ware

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