# Generalized Additive Models, Second Edition

English | ISBN: 1498728332 | 2017 | 496 Pages | AZW3 | 10 MB

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.**Download:**

http://longfiles.com/ldtgsxxwcb0m/Generalized_Additive_Models_An_Introduction_with_R,_Second_Edition.azw3.html

**[Fast Download] Generalized Additive Models, Second Edition**

**Related eBooks:**

An Introduction to Secondary Data Analysis with IBM SPSS Statistics

A Course in Time Series Analysis

Tiger That Isnt

Algebra for College Students, 9th Edition

Introductory Algebra, 13th Edition

Beginning and Intermediate Algebra, 7th Edition

Enlightening Symbols: A Short History of Mathematical Notation and Its Hidden Powers

Recurrent Event Modeling Based on the Yule Process: Application to Water Network Asset Management

Proof Patterns

A Walk Through Combinatorics: An Introduction to Enumeration and Graph Theory, 2nd Edition

Counterexamples in Calculus

A Guide to NIP Theories

**Copyright Disclaimer:**

This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.

**Categories**

Astronomy and Cosmology | Physics |

Philosophy | Medicine |

Mathematics |
DSP |

Cryptography | Chemistry |

Biology and Genetics | Psychology and Behavior |

**Popular eBooks**

What's the Point of Math?(4159)

How to Prove It, 3rd Edition(3101)

Linear Algebra with Applications, Second (3016)

Probability and Mathematical Statistics(2782)

Elementary Number Theory(2730)

The Math Book: Big Ideas Simply Explained(2694)

Pleasures of Pi,e and Other Interesting Nu(2658)

Million Dollar Maths(2635)

Advanced Calculus Problem Solver (Problem (2610)

Monte Carlo Methods(2535)

Advanced Mathematical Techniques in Scienc(2411)

Practical MATLAB Deep Learning(2385)

Teach Yourself VISUALLY Algebra(2204)

Special Functions of Mathematics for Engin(2182)