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Smoothing Spline ANOVA Models 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Gu, Chong 作者

Springer Verlag

译者

2002-1 出版日期

304 页数

$ 157.07 价格

HRD

丛书系列

9780387953533 图书编码

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Smoothing Spline ANOVA Models 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Smoothing Spline ANOVA Models 在线电子书图书描述

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.

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