By Garrett M. Fitzmaurice,Nan M. Laird,James H. Ware
". . . [this booklet] could be at the shelf of every body attracted to . . . longitudinal facts analysis."
—Journal of the yank Statistical Association
Features newly built issues and functions of the research of longitudinal data
Applied Longitudinal Analysis, moment variation provides sleek tools for reading information from longitudinal experiences and now positive factors the newest state of the art thoughts. The publication emphasizes functional, instead of theoretical, elements of tools for the research of numerous different types of longitudinal information that may be utilized throughout a variety of fields of analysis, from the healthiness and scientific sciences to the social and behavioral sciences.
The authors comprise their broad educational and study adventure besides a variety of updates which were made according to reader suggestions. the second one variation beneficial properties six newly extra chapters that discover themes presently evolving within the box, including:
- Fixed results and combined results models
- Marginal versions and generalized estimating equations
- Approximate tools for generalized linear combined results models
- Multiple imputation and inverse likelihood weighted methods
- Smoothing equipment for longitudinal data
- Sample measurement and power
Each bankruptcy provides equipment within the surroundings of functions to facts units drawn from the overall healthiness sciences. New challenge units were extra to many chapters, and a similar site beneficial properties 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 functions and the translation of effects, Applied Longitudinal Analysis, moment version is a superb booklet for classes on statistics within the well-being and clinical sciences on the upper-undergraduate and graduate degrees. The booklet additionally serves as a worthy reference for researchers and pros within the scientific, public overall healthiness, and pharmaceutical fields in addition to these in social and behavioral sciences who wish 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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Additional info 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