Gu, Chong.

Smoothing spline ANOVA models / Chong Gu. - 2nd ed. - New York, NY : Springer, c2013. - xviii, 433 p. : ill. (partly col.) ; 24 cm. - Springer series in statistics ; 297 . - Springer series in statistics ; 297. .

Includes bibliographical references (p. 403-415) and indexes.

Introduction -- Model construction -- 3. Regression with Gaussian-type responses -- More splines -- Regression with responses from exponential families -- Regression with correlated responses -- Probability density estimation -- Hazard rate estimation -- Asymptotic convergence -- Penalized pseudo likelihood -- R package gas -- Conceptual critiques.

9781461453680 (alk. paper) 1461453682 (alk. paper) 9781461453697 (ebk.)

2012950795


Analysis of variance.
Spline theory.
Smoothing (Statistics)

QA279 / .G8 2013