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Bayesian and Frequentist Regression Methods
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Bayesian and Frequentist Regression Methods

2013 ed.

Book Details

Format Hardback or Cased Book
ISBN-10 1441909249
ISBN-13 9781441909244
Edition 2013 ed.
Publisher Springer-Verlag New York Inc.
Imprint Springer-Verlag New York Inc.
Country of Manufacture US
Country of Publication GB
Publication Date Jan 3rd, 2013
Print length 697 Pages
Weight 1,226 grams
Dimensions 23.60 x 16.50 x 4.40 cms
Product Classification: Probability & statistics
Ksh 28,450.00
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Bayesian and Frequentist Regression Methods provides a modern account of both Bayesian and frequentist methods of regression analysis.
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 disciplines.

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