Generalized Additive Models: An Intoduction with R

Generalized Additive Models: An Introduc

📁 Generalized Additive Models: An Introduction with R

✍ Simon Wood 📂 Library 📅 2006 🏛 Chapman and Hall/CRC 🌐 English

Now in widespread use, generalized additive models (GAMs) have evolved into a standard statistical methodology of considerable flexibility. While Hastie and Tibshirani's outstanding 1990 research monograph on GAMs is largely responsible for this, there has been a long-standing need for an accessible

Generalized Additive Models: An Introduc

📁 Generalized Additive Models: An Introduction with R

✍ Simon N. Wood 📂 Library 📅 2017 🏛 Chapman and Hall / CRC 🌐 English

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

Generalized Additive Models: An Introduc

📁 Generalized Additive Models: An Introduction with R

✍ Simon N. Wood 📂 Library 📅 2017 🏛 Chapman and Hall/CRC 🌐 English

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

Generalized additive models : an introdu

📁 Generalized additive models : an introduction with R

✍ Wood, Simon N. 📂 Library 📅 2006 🏛 Chapman & Hall/CRC 🌐 English

Generalized Additive Models: An Introduction with R imparts a thorough understanding of the theory and practical applications of GAMs and related advanced models, enabling informed use of these very flexible tools. The author bases his approach on a framework of penalized regression splines, and b

Generalized Additive Models: An Introduc

📁 Generalized Additive Models: An Introduction with R, Second Edition

✍ Wood, Simon N 📂 Library 📅 2017 🏛 Chapman and Hall/CRC 🌐 English

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

Vector Generalized Linear and Additive M

📁 Vector Generalized Linear and Additive Models: With an Implementation in R

✍ Thomas W. Yee (auth.) 📂 Library 📅 2015 🏛 Springer-Verlag New York 🌐 English

This book presents a greatly enlarged statistical framework compared to generalized linear models (GLMs) with which to approach regression modelling. Comprising of about half-a-dozen major classes of statistical models, and fortified with necessary infrastructure to make the models more fully