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Nonparametric Regression Methods for Longitudinal Data Analysis
Hulin Wu
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Description for Nonparametric Regression Methods for Longitudinal Data Analysis
Hardcover. Incorporates mixed-effects modeling techniques for more powerful and efficient methods This book presents current and effective nonparametric regression techniques for longitudinal data analysis and systematically investigates the incorporation of mixed-effects modeling techniques into various nonparametric regression models. Series: Wiley Series in Probability and Statistics. Num Pages: 400 pages, Illustrations. BIC Classification: MJ; PB. Category: (P) Professional & Vocational. Dimension: 166 x 241 x 28. Weight in Grams: 766.
Incorporates mixed-effects modeling techniques for more powerful and efficient methods
This book presents current and effective nonparametric regression techniques for longitudinal data analysis and systematically investigates the incorporation of mixed-effects modeling techniques into various nonparametric regression models. The authors emphasize modeling ideas and inference methodologies, although some theoretical results for the justification of the proposed methods are presented.
With its logical structure and organization, beginning with basic principles, the text develops the foundation needed to master advanced principles and applications. Following a brief overview, data examples from biomedical research studies are presented and point ... Read more
Incorporates mixed-effects modeling techniques for more powerful and efficient methods
This book presents current and effective nonparametric regression techniques for longitudinal data analysis and systematically investigates the incorporation of mixed-effects modeling techniques into various nonparametric regression models. The authors emphasize modeling ideas and inference methodologies, although some theoretical results for the justification of the proposed methods are presented.
With its logical structure and organization, beginning with basic principles, the text develops the foundation needed to master advanced principles and applications. Following a brief overview, data examples from biomedical research studies are presented and point ... Read more
Product Details
Format
Hardback
Publication date
2006
Publisher
John Wiley and Sons Ltd United Kingdom
Number of pages
400
Condition
New
Series
Wiley Series in Probability and Statistics
Number of Pages
400
Place of Publication
, United States
ISBN
9780471483502
SKU
V9780471483502
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50
About Hulin Wu
HULIN WU, PHD, is Professor of Biostatistics in the School of Medicine and Dentistry at the University of Rochester in the Departments of Medicine; Community and Preventative Medicine; and Biostatistics and Computational Biology. His research interests include longi-tudinal data, HIV/AIDS modeling, biomedical informatics, and clinical trials. JIN-TING ZHANG, PHD, is Assistant Professor in the Department of Statistics and Applied ... Read more
Reviews for Nonparametric Regression Methods for Longitudinal Data Analysis
"The authors should be congratulated for their contribution…a nice addition to the personal collection of any statistician." (Journal of the American Statistical Association, June 2007) "...can serve as a textbook for both undergraduate and graduate students. Also it will help researchers in this area…[because of its] comprehensive coverage of the materials." (Mathematical Reviews, 2007b) "…an excellent survey ... Read more