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Bayesian and Frequentist Regression Methods
Jon Wakefield
€ 232.51
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Description for Bayesian and Frequentist Regression Methods
Hardback. This book provides a balanced, modern introduction to Bayesian and frequentist methods for regression analysis. The author discusses Frequentist and Bayesian Inferences; Linear Models; Binary Data Models; General Regression Models and Survival Models. Series: Springer Series in Statistics. Num Pages: 697 pages, 20 black & white tables, biography. BIC Classification: PBT. Category: (P) Professional & Vocational. Dimension: 162 x 242 x 49. Weight in Grams: 1202.
Bayesian and Frequentist Regression Methods provides a modern account of both Bayesian and frequentist methods of regression analysis. Many texts cover one or the other of the approaches, but this is the most comprehensive combination of Bayesian and frequentist methods that exists in one place.
The two philosophical approaches to regression methodology are featured here as complementary techniques, with theory and data analysis providing supplementary components of the discussion. In particular, methods are illustrated using a variety of data sets. The majority of the data sets are drawn from biostatistics but the techniques are generalizable to a wide range of other ... Read more
Bayesian and Frequentist Regression Methods provides a modern account of both Bayesian and frequentist methods of regression analysis. Many texts cover one or the other of the approaches, but this is the most comprehensive combination of Bayesian and frequentist methods that exists in one place.
The two philosophical approaches to regression methodology are featured here as complementary techniques, with theory and data analysis providing supplementary components of the discussion. In particular, methods are illustrated using a variety of data sets. The majority of the data sets are drawn from biostatistics but the techniques are generalizable to a wide range of other ... Read more
Product Details
Publisher
Springer-Verlag New York Inc. United States
Format
Hardback
Publication date
2013
Series
Springer Series in Statistics
Condition
New
Number of Pages
697
Place of Publication
New York, NY, United States
ISBN
9781441909244
SKU
V9781441909244
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Jon Wakefield
Jon Wakefield is Professor in the Departments of Statistics and Biostatistics at the University of Washington. His interests lie in biostatistics, epidemiology and genetics and in links between frequentist and Bayesian methods. His work has been published extensively. He received his PhD from the University of Nottingham, and his honors include the Guy Medal in Bronze from the Royal Statistical ... Read more
Reviews for Bayesian and Frequentist Regression Methods
“JonWakefield’s Bayesian and Frequentist Regression Methods provides an excellent parallel treatment of Frequentist followed by Bayesian approaches to linear, generalised linear, generalised linear mixed and non-parametric regression models. This book is impressive both in terms of its coverage and its contents and is an exceptional resource for students and researchers who have some familiarity with these topics.” (Sanjib Basu, International ... Read more