Applied Longitudinal Analysis (Wiley Series in Probability - download pdf or read online

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

ISBN-10: 0470380276

ISBN-13: 9780470380277

Praise for the 1st Edition

". . . [this publication] could be at the shelf of every body attracted to . . . longitudinal facts analysis."
Journal of the yankee Statistical Association

Features newly constructed subject matters and purposes of the research of longitudinal data

Applied Longitudinal Analysis, moment version provides smooth tools for studying facts from longitudinal stories and now beneficial properties the newest cutting-edge thoughts. The publication emphasizes functional, instead of theoretical, points of tools for the research of various sorts of longitudinal facts that may be utilized throughout a variety of fields of research, from the well-being and scientific sciences to the social and behavioral sciences.

The authors comprise their broad educational and learn adventure besides numerous updates which have been made in accordance with reader suggestions. the second one version gains six newly additional chapters that discover themes 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 chance weighted methods
  • Smoothing equipment for longitudinal data
  • Sample measurement and power

Each bankruptcy offers equipment within the environment of purposes to info units drawn from the well-being sciences. New challenge units were extra to many chapters, and a similar web site good points pattern courses and machine output utilizing SAS, Stata, and R, in addition to facts units and supplemental slides to facilitate a whole figuring out of the material.

With its robust emphasis on multidisciplinary functions and the translation of effects, Applied Longitudinal Analysis, moment variation is a superb publication for classes on records within the future health and scientific sciences on the upper-undergraduate and graduate degrees. The e-book additionally serves as a useful reference for researchers and execs within the scientific, public 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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