Influence diagnostics for the cross-validated smoothing parameter in spline smoothing /

Bibliographic Details
Main Author: Thomas, William (Author)
Corporate Author: National Institutes of Health (U.S.) (sponsoring body.)
Format: Book
Language:English
Published: College Station, Texas : Department of Statistics, Texas A & M University, [1990]
Series:Technical report (Texas A & M University. Department of Statistics) ; no. 92.
Subjects:
Description
Abstract:This paper addresses the problem of influence in estimating the smoothing parameter when fitting a univariate smoothing spline. Diagnostics are presented that can identify observations that locally influence the choice of smoothing parameter by generalized cross-validation, through their case weights or observed responses. Generalized cross-validation and the diagnostic methods are given a frequency interpretation and illustrated with examples.
Item Description:Funding information taken from leaf 10.
Physical Description:11 leaves, 9 unnumbered leaves : illustrations ; 28 cm
Bibliography:Includes bibliographical references (leaves 10-11).