Bayesian and Frequentist Regression Methods - Brossura

Wakefield, Jon

 
9781441909268: Bayesian and Frequentist Regression Methods

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Sinossi

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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9781441909244: Bayesian and Frequentist Regression Methods

Edizione in evidenza

ISBN 10:  1441909249 ISBN 13:  9781441909244
Casa editrice: Springer Nature, 2013
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