Negative Binomial Regression

Negative Binomial Regression pdf epub mobi txt 电子书 下载 2025

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 
  •  
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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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