Smoothing spline ANOVA models / Chong Gu.

Author/creator Gu, Chong
Format Electronic
Edition2nd ed.
Publication InfoNew York, NY : Springer,
Descriptionxviii, 433 p. : ill. (partly col.) ; 24 cm.
Supplemental ContentFull text available from Springer Nature - Springer Mathematics and Statistics eBooks 2013 English International
Supplemental ContentFull text available from Springer Books
Subjects

SeriesSpringer series in statistics ; 297
Springer series in statistics ; 297. ^A236188
Contents 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.
Bibliography noteIncludes bibliographical references (p. 403-415) and indexes.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2012950795
ISBN9781461453680 (alk. paper)
ISBN1461453682 (alk. paper)
ISBN9781461453697 (ebk.)