Negative Binomial Regression 2025 pdf epub mobi 电子书

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发表于2025-06-01

Negative Binomial Regression 2025 pdf epub mobi 电子书

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出版者:Cambridge Univ Pr

作者:Hilbe, Joseph M.

出品人:

页数:264

译者:

出版时间:2007-7

价格:$ 97.18

装帧:HRD

isbn号码:9780521857727

丛书系列:

图书标签: 统计学数学 statistics algorithm

Negative Binomial Regression 2025 pdf epub mobi 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.

Negative Binomial Regression 2025 pdf epub mobi 电子书

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