(DOWNLOAD) "Generalized Additive Models" by T.J. Hastie * eBook PDF Kindle ePub Free

August 16, 2021

eBook details

Title: Generalized Additive Models
Author : T.J. Hastie
Release Date : January 19, 2017
Genre: Mathematics,Books,Science & Nature,
Pages : * pages
Size : 8425 KB

Description

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.