Bayesian and Frequentist Regression Methods
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Bayesian and Frequentist Regression Methods

SKU: 9781441909251

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Additional information

Full Title

Bayesian and Frequentist Regression Methods
Author(s)

Jon Wakefield
Edition
ISBN

9781441909251, 9781441909244
Publisher

Springer
Format

PDF and EPUB

Description

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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