By Garrett M. Fitzmaurice,Nan M. Laird,James H. Ware
". . . [this e-book] might be at the shelf of everybody attracted to . . . longitudinal info analysis."
—Journal of the yank Statistical Association
Features newly built issues and functions of the research of longitudinal data
Applied Longitudinal Analysis, moment version offers smooth tools for examining information from longitudinal reviews and now good points the newest state of the art innovations. The publication emphasizes sensible, instead of theoretical, features of equipment for the research of various different types of longitudinal info that may be utilized throughout a variety of fields of research, from the healthiness 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 keeping with reader suggestions. the second one version positive factors six newly further chapters that discover themes at present 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 dimension and power
Each bankruptcy provides tools within the atmosphere of purposes to info units drawn from the wellbeing and fitness sciences. New challenge units were extra to many chapters, and a comparable web site positive factors pattern courses and computing device output utilizing SAS, Stata, and R, in addition to info units and supplemental slides to facilitate an entire knowing of the material.
With its powerful emphasis on multidisciplinary purposes and the translation of effects, Applied Longitudinal Analysis, moment version is a superb ebook for classes on information within the overall healthiness and scientific sciences on the upper-undergraduate and graduate degrees. The publication additionally serves as a worthwhile reference for researchers and pros within the scientific, public wellbeing and fitness, and pharmaceutical fields in addition to these in social and behavioral sciences who want to research extra approximately interpreting longitudinal data.
Read Online or Download Applied Longitudinal Analysis (Wiley Series in Probability and Statistics) PDF
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Extra resources for Applied Longitudinal Analysis (Wiley Series in Probability and Statistics)
Applied Longitudinal Analysis (Wiley Series in Probability and Statistics) by Garrett M. Fitzmaurice,Nan M. Laird,James H. Ware