menu

Generalized Additive Models
by T. J. Hastie and R. J. Tibshirani




Overview -
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.

  Read Full Product Description
 
local_shippingFor Delivery
In Stock.
This item is Non-Returnable.
FREE Shipping for Club Members help
 
storeBuy Online Pickup At Store
search store by zipcode

 
 
New & Used Marketplace 8 copies from $115.77
 
 
 

More About Generalized Additive Models by T. J. Hastie; R. J. Tibshirani

 
 
 

Overview

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.


This item is Non-Returnable.

 

Details

  • ISBN-13: 9780412343902
  • ISBN-10: 0412343908
  • Publisher: CRC Press
  • Publish Date: June 1990
  • Page Count: 352
  • Dimensions: 9.42 x 6.04 x 0.91 inches
  • Shipping Weight: 1.33 pounds

Series: Chapman & Hall/CRC Monographs on Statistics and Applied Prob #43

Related Categories

 

BAM Customer Reviews