Bayesian and Frequentist Regression Methodsy
贝叶斯和频率回归方法

Author: Jon Wakefield

下载地址：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.
贝叶斯回归和频率回归方法提供了一个现代的帐户，同时贝叶斯和频率专家的回归分析方法。许多文本都涵盖了其中一种方法，但这是贝叶斯方法和频率专家方法的最全面的组合，存在于同一个地方。回归方法论的两种哲学方法在这里作为补充技术而特色，理论和数据分析提供了讨论的补充部分。特别是，使用各种数据集来说明方法。大多数数据集都是从生物统计学中提取的，但是这些技术可以推广到其他学科。

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