Negative Binomial Regression 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Hilbe, Joseph M. 作者

Cambridge Univ Pr

译者

2007-7 出版日期

264 页数

$ 97.18 价格

HRD

丛书系列

9780521857727 图书编码

Negative Binomial Regression 在线电子书图书标签: 统计学数学 statistics algorithm

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Negative Binomial Regression 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Negative Binomial Regression 在线电子书图书描述

At last - a book devoted to the negative binomial model and its many variations. Every model currently offered in commercial statistical software packages is discussed in detail - how each is derived, how each resolves a distributional problem, and numerous examples of their application. Many have never before been thoroughly examined in a text on count response models: the canonical negative binomial; the NB-P model, where the negative binomial exponent is itself parameterized; and negative binomial mixed models. As the models address violations of the distributional assumptions of the basic Poisson model, identifying and handling overdispersion is a unifying theme. For practising researchers and statisticians who need to update their knowledge of Poisson and negative binomial models, the book provides a comprehensive overview of estimating methods and algorithms used to model counts, as well as specific guidelines on modeling strategy and how each model can be analyzed to access goodness-of-fit.

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