Smoothing Spline ANOVA Models is popular PDF and ePub book, written by Chong Gu in 2002-01-08, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Smoothing Spline ANOVA Models can be Read Online from any device for your convenience.
Smoothing Spline ANOVA Models Book PDF Summary
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.
Detail Book of Smoothing Spline ANOVA Models PDF
- Author : Chong Gu
- Release : 08 January 2002
- Publisher : Springer Science & Business Media
- ISBN : 0387953531
- Genre : Mathematics
- Total Page : 312 pages
- Language : English
- PDF File Size : 7,5 Mb
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