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Bayesian and Frequentist Regression Methods
Jon Wakefield
出版Springer Science & Business Media, 2013-01-04
主題Mathematics / Probability & Statistics / GeneralMathematics / Probability & Statistics / Stochastic Processes
ISBN14419092579781441909251
URLhttp://books.google.com.hk/books?id=OUJEAAAAQBAJ&hl=&source=gbs_api
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註釋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.