Generalized Additive Models (Texts in Statistical Science)

Generalized Additive Models (Texts in Statistical Science) pdf epub mobi txt 电子书 下载 2025

出版者:Chapman & Hall/CRC
作者:Simon Wood
出品人:
页数:391
译者:
出版时间:2006-02-27
价格:USD 79.95
装帧:Hardcover
isbn号码:9781584884743
丛书系列:
图书标签:
  • 统计学习 
  • Models 
  • statistics 
  • Additive 
  • Wood 
  • Generalized 
  • 统计学 
  •  
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An Introduction to Generalized Additive Models with R provides readers with a thorough understanding of the theory and practical applications of GAMs to enable informed use of these very flexible tools and other advanced related models. The author's approach is based on a framework of penalized regression splines, and he provides a gentle introduction through motivating chapters on linear and generalized linear models. The author uses the freely available R software throughout to explain the underlying theory and illustrate the practicalities of linear, generalized linear, and generalized additive models. The text is accompanied by a supporting Web site that contains R code and the datasets used in the book.

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lucid text book, fantastic intro to GAM, basic knowledge of GLM/GLMM are also included.

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lucid text book, fantastic intro to GAM, basic knowledge of GLM/GLMM are also included.

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Concise, clear, readable. To work on: Chap 4, 6

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lucid text book, fantastic intro to GAM, basic knowledge of GLM/GLMM are also included.

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lucid text book, fantastic intro to GAM, basic knowledge of GLM/GLMM are also included.

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