Jon Wakefield
Bayesian and Frequentist Regression Methods
Paperback Engels 2016 9781493938629
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9781493938629
Taal:Engels
Bindwijze:paperback
Uitgever:Springer New York
Lezersrecensies
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Inhoudsopgave
Introduction.- Frequentist Inference.- Bayesian Inference.- Linear Models.- Binary Data Models.- General Regression Models.
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