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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.

Generalized Additive Models (Texts in Statistical Science) 2024 pdf epub mobi 電子書 下載

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發表於2024-11-23

Generalized Additive Models (Texts in Statistical Science) 2024 pdf epub mobi 電子書 下載

Generalized Additive Models (Texts in Statistical Science) 2024 pdf epub mobi 電子書 下載

Generalized Additive Models (Texts in Statistical Science) 2024 pdf epub mobi 電子書 下載

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圖書標籤: 統計學習  R  Models  statistics  Additive  Wood  Generalized  統計學   

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