Smoothing Spline ANOVA Models PDF Download

Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Smoothing Spline ANOVA Models PDF full book. Access full book title Smoothing Spline ANOVA Models by Chong Gu. Download full books in PDF and EPUB format.

Smoothing Spline ANOVA Models

Smoothing Spline ANOVA Models PDF Author: Chong Gu
Publisher: Springer Science & Business Media
ISBN: 1475736835
Category : Mathematics
Languages : en
Pages : 301

Book Description
Smoothing methods are an active area of research. In this book, the author presents a comprehensive treatment of penalty smoothing under a unified framework. Methods are developed for (i) regression with Gaussian and non-Gaussian responses as well as with censored life time data; (ii) density and conditional density estimation under a variety of sampling schemes; and (iii) hazard rate estimation with censored life time data and covariates. Extensive discussions are devoted to model construction, smoothing parameter selection, computation, and asymptotic convergence. Most of the computational and data analytical tools discussed in the book are implemented in R, an open-source clone of the popular S/S- PLUS language.
➤