Free download and read ebooks online Generalized Additive Models by T.J. Hastie, R.J. Tibshirani full book PDF ePUB Audiobook. Download a free ebooks and kindle audiobook Generalized Additive Models with ISBN id 9780412343902 full page with book summary. T.J. Hastie book PDF ePUB of Generalized Additive Models published by CRC Press in 1990-06-01. Generalized Additive Models released with category Mathematics with total 352 pages.
📖 Generalized Additive Models by T.J. Hastie free book pdf
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 McCullagh 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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