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T.J. Hastie
Generalized Additive Models [EPUB ebook]

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的封面 T.J. Hastie: Generalized Additive Models (ePUB)

This book describes an array of power tools for data analysis that are based on nonparametric regression and smoothing techniques. These methods relax the linear assumption of many standard models and allow analysts to uncover structure in the data that might otherwise have been missed. While Mc Cullagh and Nelder”s Generalized Linear Models shows how to extend the usual linear methodology to cover analysis of a range of data types, Generalized Additive Models enhances this methodology even further by incorporating the flexibility of nonparametric regression. Clear prose, exercises in each chapter, and case studies enhance this popular text.

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格式 EPUB ● 网页 352 ● ISBN 9781351445962 ● 出版者 CRC Press ● 发布时间 2017 ● 下载 3 时 ● 货币 EUR ● ID 5465247 ● 复制保护 Adobe DRM

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T.J. Hastie T. J. Hastie California, USA Stanford University, California, USA Stanford University, Stanford, California, USA) Hastie T. J. (Stanford University R. J. Tibshirani California, USA Stanford University, California, USA) Tibshirani R. J. (Stanford university Stanford University Stanford University

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