By Garrett M. Fitzmaurice,Nan M. Laird,James H. Ware
". . . [this publication] can be at the shelf of every body drawn to . . . longitudinal facts analysis."
—Journal of the yank Statistical Association
Features newly built subject matters and functions of the research of longitudinal data
Applied Longitudinal Analysis, moment variation provides smooth equipment for interpreting info from longitudinal reviews and now gains the newest state of the art innovations. The publication emphasizes useful, instead of theoretical, points of equipment for the research of various forms of longitudinal info that may be utilized throughout a number of fields of research, from the health and wellbeing and scientific sciences to the social and behavioral sciences.
The authors comprise their wide educational and learn adventure besides a variety of updates which were made in keeping with reader suggestions. the second one variation positive aspects six newly extra chapters that discover issues presently evolving within the box, including:
- Fixed results and combined results models
- Marginal versions 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 provides equipment within the atmosphere of functions to facts units drawn from the health and wellbeing sciences. New challenge units were extra to many chapters, and a comparable web 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 knowing of the material.
With its powerful emphasis on multidisciplinary functions and the translation of effects, Applied Longitudinal Analysis, moment version is a wonderful booklet for classes on facts within the future health and scientific sciences on the upper-undergraduate and graduate degrees. The ebook additionally serves as a worthy reference for researchers and pros within the scientific, public future health, and pharmaceutical fields in addition to these in social and behavioral sciences who wish to examine extra approximately studying longitudinal data.
Read 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