Download E-books Smoothing Spline ANOVA Models (Springer Series in Statistics) PDF

By Chong Gu

Smoothing tools are an energetic region of analysis. during this ebook, the writer provides a complete remedy of penalty smoothing below a unified framework. tools are built for (i) regression with Gaussian and non-Gaussian responses in addition to with censored lifestyles time information; (ii) density and conditional density estimation lower than various sampling schemes; and (iii) probability fee estimation with censored existence time info and covariates. wide discussions are dedicated to version building, smoothing parameter choice, computation, and asymptotic convergence. many of the computational and knowledge analytical instruments mentioned within the booklet are applied in R, an open-source just like the preferred S/S- PLUS language.

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