Entropic kernels for data smoothing

被引：1

作者：

Bowden, Roger ^{[1
]}

机构：

[1] Kiwicap Res Ltd, Wellington 6012, New Zealand

来源：

STATISTICS & PROBABILITY LETTERS | 2013年 / 83卷 / 03期

关键词：

Bandwidth; Data smoothing; Kernel regression; Locational entropy; Subjective probabilities;

D O I：

10.1016/j.spl.2012.12.006

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：

Data smoothing or regression kernels based on locational entropy embody the principle that observations towards the extremes of the chosen data window should provide less information than those at the midpoint. Weight patterns can be flexible, depending on the choice of prior information density. (C) 2012 Elsevier B.V. All rights reserved.

引用

页码：916 / 922

页数：7

共 50 条

[41] Kernels for Sequentially Ordered Data
Kiraly, Franz J.
Oberhauser, Harald
[J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2019, 20
[42] Multistep approximation algorithms: Improved convergence rates through postconditioning with smoothing kernels
Fasshauer, GE
Jerome, JW
[J]. ADVANCES IN COMPUTATIONAL MATHEMATICS, 1998, 10 (01) : 1 - 27
[43] Multistep approximation algorithms: Improved convergence rates through postconditioning with smoothing kernels
Fasshauer G.E.
Jerome J.W.
[J]. Advances in Computational Mathematics, 1999, 10 (1) : 1 - 27
[44] DATA SMOOTHING FOR LEAK DETECTION
Gao, Jianping
Lewis, Chris
Rizwan, Tania
[J]. PROCEEDINGS OF THE 9TH INTERNATIONAL PIPELINE CONFERENCE - 2012, VOL 1, 2013, : 717 - +
[45] Exponential smoothing in the telecommunications data
Gardner, Everette S., Jr.
Diaz-Saiz, Joaquin
[J]. INTERNATIONAL JOURNAL OF FORECASTING, 2008, 24 (01) : 170 - 174
[46] SPLINE INTERPOLATION AND SMOOTHING OF DATA
CUTKOSKY, RE
POMPONIU, C
[J]. COMPUTER PHYSICS COMMUNICATIONS, 1981, 23 (03) : 287 - 299
[47] SURVEY OF DATA SMOOTHING - SUPPLEMENT
KAILATH, T
[J]. AUTOMATICA, 1975, 11 (01) : 109 - 111
[48] ITERATIVE SMOOTHING OF DATA SETS
ENGELS, H
OELLERS, I
[J]. ANGEWANDTE INFORMATIK, 1972, (06): : 257 - &
[49] Smoothing and Discriminating MAP Data
Jin, K.
Stockbridge, N.
[J]. CINC: 2009 36TH ANNUAL COMPUTERS IN CARDIOLOGY CONFERENCE, 2009, 36 : 633 - +
[50] FITTING AND SMOOTHING OF OPACITY DATA
SEATON, MJ
[J]. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 1993, 265 (03) : L25 - L28

← 1 2 3 4 5 →