Generalized Linear Models pdf epub mobi txt 电子书下载 2025

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出版者:Marcel Dekker Inc

作者:Dey, Dipak (EDT)/ Ghosh, Sujit K./ Mallick, Bani K./ Dey, Dipak/ Ghosh, Sujit K. (EDT)/ Mallick, Ban

出品人:

页数:440

译者:

出版时间:2000-5

价格:$ 106.16

装帧:HRD

isbn号码:9780824790349

丛书系列:

图书标签:

统计学
线性模型
广义线性模型
回归分析
数据分析
统计建模
机器学习
生物统计学
计量经济学
R语言

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具体描述

This volume describes how to conceptualize, perform, and critique traditional generalized linear models (GLMs) from a Bayesian perspective and how to use modern computational methods to summarize inferences using simulation. Introducing dynamic modeling for GLMs and containing over 1000 references and equations, Generalized Linear Models considers parametric and semiparametric approaches to overdispersed GLMs, presents methods of analyzing correlated binary data using latent variables. It also proposes a semiparametric method to model link functions for binary response data, and identifies areas of important future research and new applications of GLMs.