Generalized Additive Models 2nd Edition

Generalized Additive Models 2nd Edition

Book Name : Generalized Additive Models

Edition : 2nd Edition | | ISBN : B071Z9L5D5

Category : Programming & IT

Format / Pages : PDF - 496 Pages

Book Description

Generalized Additive Models 2nd Edition pdf

The first edition of this book has established itself as one of the leading references on generalized additive models (GAMs), and the only book on the topic to be introductory in nature with a wealth of practical examples and software implementation. It is self-contained, providing the necessary background in linear models, linear mixed models, and generalized linear models (GLMs), before presenting a balanced treatment of the theory and applications of GAMs and related models.





The author bases his approach on a framework of penalized regression splines, and while firmly focused on the practical aspects of GAMs, discussions include fairly full explanations of the theory underlying the methods. Use of R software helps explain the theory and illustrates the practical application of the methodology. Each chapter contains an extensive set of exercises, with solutions in an appendix or in the book’s R data package gamair, to enable use as a course text or for self-study.



Simon N. Wood is a professor of Statistical Science at the University of Bristol, UK, and author of the R package mgcv.





Preview Generalized Additive Models Pdf

Preview eBook

Download Generalized Additive Models 2nd Edition Pdf

This site comply with DMCA digital copyright. We do not store files not owned by us, or without the permission of the owner. We also do not have links that lead to sites DMCA copyright infringement.

If You feel that this book is belong to you and you want to unpublish it, Please Contact us .

Books For Same Author:

Enterprise PowerShell Scripting Bootcamp
Big Data Management and Processing


Most Read

2017/2018 ASVAB For Dummies with Online Practice 2016/2017 ASVAB For Dummies with Online Practice 2018/2019 ASVAB For Dummies 2017/2018 ASVAB For Dummies National Registry Paramedic Examination Strategies, Practice & Review Gaucher Disease Physiological Control Systems Evidence-Based Nursing

Last Added

Network Design and Optimization for Smart Cities Handbook of Software Solutions for ICME Systems Engineering: Concepts, Tools and Applications CSS Refactoring: Architect Your Stylesheets for Success Learning PHP, MySQL & JavaScript: With jQuery, CSS & HTML5 Design and Analysis of Data Structures Functional Programming in PHP Seven Databases in Seven Weeks Electrical and Electronic Principles and Technology Linux Hardening in Hostile Networks: Server Security from TLS to Tor Managing Educational Technology RabbitMQ in Depth