Bayesian and Frequentist Regression Methodsy
貝葉斯和頻率回歸方法

Author: Jon Wakefield

下載地址：https://www.zhisci.com/pdfshow/17642

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.
貝葉斯回歸和頻率回歸方法提供了一個(gè)現(xiàn)代的帳戶，同時(shí)貝葉斯和頻率專家的回歸分析方法。許多文本都涵蓋了其中一種方法，但這是貝葉斯方法和頻率專家方法的最全面的組合，存在于同一個(gè)地方�；貧w方法論的兩種哲學(xué)方法在這里作為補(bǔ)充技術(shù)而特色，理論和數(shù)據(jù)分析提供了討論的補(bǔ)充部分。特別是，使用各種數(shù)據(jù)集來說明方法。大多數(shù)數(shù)據(jù)集都是從生物統(tǒng)計(jì)學(xué)中提取的，但是這些技術(shù)可以推廣到其他學(xué)科。

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