Ebook: Generalized additive models : an introduction with R
Author: Wood Simon N.
- Tags: Linear models (Statistics), R (Computer program language) -- Mathematical models, Random walks (Mathematics), MATHEMATICS -- Applied, MATHEMATICS -- Probability & Statistics -- General, Lineaire modellen, R (computerprogramma), Random walks (statistiek), Statistisches Modell, Verallgemeinertes lineares Modell, Modèle linéaire, R (Langage de programmation), Modèle additif généralisé, R
- Series: Texts in statistical science.
- Year: 2006
- Publisher: Chapman & Hall/CRC
- City: Boca Raton, FL
- Language: English
- pdf
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 builds a well-grounded foundation through motivating chapters on linear and generalized linear models. While firmly Read more...