By Garrett M. Fitzmaurice,Nan M. Laird,James H. Ware
". . . [this ebook] may be at the shelf of every person drawn to . . . longitudinal info analysis."
—Journal of the yankee Statistical Association
Features newly constructed issues and purposes of the research of longitudinal data
Applied Longitudinal Analysis, moment variation offers sleek tools for examining information from longitudinal stories and now beneficial properties the most recent cutting-edge options. The e-book emphasizes functional, instead of theoretical, features of equipment for the research of numerous kinds of longitudinal info that may be utilized throughout quite a few fields of analysis, from the overall healthiness and clinical sciences to the social and behavioral sciences.
The authors comprise their large educational and learn event besides quite a few updates which were made in line with reader suggestions. the second one version positive aspects six newly further 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 chance weighted methods
- Smoothing tools for longitudinal data
- Sample measurement and power
Each bankruptcy provides tools within the atmosphere of functions to info units drawn from the future health sciences. New challenge units were additional to many chapters, and a comparable web site good points pattern courses and laptop 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 functions and the translation of effects, Applied Longitudinal Analysis, moment variation is a superb e-book for classes on facts within the healthiness and clinical sciences on the upper-undergraduate and graduate degrees. The e-book additionally serves as a precious reference for researchers and execs within the scientific, public wellbeing and fitness, and pharmaceutical fields in addition to these in social and behavioral sciences who want to examine extra approximately studying longitudinal data.
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