Generalized Additive Models with R

Imparts a thorough understanding of the theory and practical applications of GAMs and related advanced models, enabling informed use of these flexible tools. The author's approach is based on a framework of penalized regression splines, and he builds the necessary foundation through motivating chapters on linear and generalized linear models.

Product details

• Authors: Simon Wood, Simon N. Wood
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 27.02.2006
• EAN: 9781584884743
• ISBN: 978-1-58488-474-3
• No. of pages: 410
• Dimensions: 165 mm x 243 mm x 27 mm
• Series: Texts in Statistical Science; Chapman & Hall/CRC Texts in Statistical Science
• Subject: Natural sciences, medicine, IT, technology