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Generalized Additive Models

Name: Generalized Additive Models
Brand: Routledge
SKU: 40056067
Price: 165.08 EUR
Availability: InStock
Author: T.J. Hastie
ISBN: 9781351445962

T.J. Hastie

Jezik

Angleščina

E-knjiga Adobe ePub DRM

Koda Libristo: 40056067

Založba Routledge, oktober 2017

This book describes an array of power tools for data analysis that are based on nonparametric regres... Celoten opis

Koda Libristo: 40056067

400 b

165.08 €

Na zalogi Prenesi zdaj

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.