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.