Smoothing Spline ANOVA Models 2025 pdf epub mobi 电子书

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发表于2025-01-03

Smoothing Spline ANOVA Models 2025 pdf epub mobi 电子书

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出版者:Springer Verlag

作者:Gu, Chong

出品人:

页数:304

译者:

出版时间:2002-1

价格:$ 157.07

装帧:HRD

isbn号码:9780387953533

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Smoothing Spline ANOVA Models 2025 pdf epub mobi 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.

Smoothing Spline ANOVA Models 2025 pdf epub mobi 电子书

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