Generalized Additive Models (Texts in Statistical Science) pdf epub mobi txt 电子书下载 2024

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Simon Wood

Chapman & Hall/CRC

2006-02-27

391

USD 79.95

Hardcover

9781584884743

图书标签: 统计学习 R Models statistics Additive Wood Generalized 统计学

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发表于2024-11-26

Generalized Additive Models (Texts in Statistical Science) epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Generalized Additive Models (Texts in Statistical Science) pdf epub mobi txt 电子书下载 2024

图书描述

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.

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