A FAST AND EFFICIENT CROSS-VALIDATION METHOD FOR SMOOTHING PARAMETER CHOICE IN SPLINE REGRESSION

被引：58

作者：

SILVERMAN, BW

机构：

来源：

关键词：

D O I：

10.2307/2288404

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

引用

页码：584 / 589

页数：6

共 19 条

[1]

ADBY PR, 1974, INTRO OPTIMIZATION M

[2]

COURANT R, 1953, METHODS MATH PHYSICS, V1

[3] SMOOTHING NOISY DATA WITH SPLINE FUNCTIONS [J].

WAHBA, G .

[4]

De Boor C., 1978, PRACTICAL GUIDE SPLI, V27

[5]

Gradshteyn I. S., 2014, TABLE INTEGRALS SERI

[6] SMOOTHING BY SPLINE FUNCTIONS [J].

REINSCH, CH .

[7] SMOOTHING SPLINES - REGRESSION, DERIVATIVES AND DECONVOLUTION [J].

RICE, J ;

ROSENBLATT, M .

[8] REMARKS ON SOME NONPARAMETRIC ESTIMATES OF A DENSITY-FUNCTION [J].

ROSENBLATT, M .

ANNALS OF MATHEMATICAL STATISTICS, 1956, 27 (03) :832-837

[9] SPLINE FUNCTIONS + PROBLEM OF GRADUATION [J].

SCHOENBERG, IJ .

[10]

Sherfling R., 1980, WILEY SERIES PROBABI, DOI 10.1002/9780470316481