Accession Number : ADP007133
Title : Influence on the Cross-Validated Smoothing Parameter in Spline Smoothing,
Corporate Author : MINNESOTA UNIV MINNEAPOLIS
Personal Author(s) : Thomas, William
Report Date : 1992
Pagination or Media Count : 4
Abstract : We address the problem of influence in estimating the smoothing parameter when fitting a univariate smoothing spline. Using the local-influence methods of Cook (1986), a diagnostic is derived to identify observed responses that locally influence the choice of smoothing parameter by generalized cross-validation. The diagnostic motivates a discussion of an apparent sensitivity of generalized cross-validation.
Descriptors : FITTINGS, PARAMETERS, RESPONSE, SELECTION, SENSITIVITY, SPLINES, VALIDATION, COMPUTER PROGRAMS.
Subject Categories : Computer Programming and Software
Distribution Statement : APPROVED FOR PUBLIC RELEASE