OPTIMIZATION OF K NEAREST-NEIGHBOR DENSITY ESTIMATES

被引：133

作者：

FUKUNAGA, K ^{[1
]}

HOSTETLER, LD ^{[1
]}

机构：

[1] PURDUE UNIV, SCH ELECT ENGN, LAFAYETTE, IN 47907 USA

来源：

IEEE TRANSACTIONS ON INFORMATION THEORY | 1973年 / 19卷 / 03期

关键词：

D O I：

10.1109/TIT.1973.1055003

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

引用

页码：320 / 326

页数：7

共 11 条

[1] ESTIMATION OF A MULTIVARIATE DENSITY [J].

CACOULLOS, T .

ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 1966, 18 (02) :179-+

[2] NON-PARAMETRIC ESTIMATION OF A MULTIVARIATE PROBABILITY DENSITY [J].

EPANECHN.VA .

THEORY OF PROBILITY AND ITS APPLICATIONS,USSR, 1969, 14 (01) :153-&

[3]

FISCHER FP, 1971, THESIS PURDUE U

[4]

Fix E., 1951, AF4112831 US AIR FOR

[5]

FRASER DAS, 1957, NONPARAMETRIC MTHODS

[6] A NONPARAMETRIC ESTIMATE OF A MULTIVARIATE DENSITY-FUNCTION [J].

LOFTSGAARDEN, DO ;

QUESENBERRY, CP .

ANNALS OF MATHEMATICAL STATISTICS, 1965, 36 (03) :1049-1051

[7]

Miller K. S., 1964, MULTIDIMENSIONAL GAU

[8] ESTIMATION OF A PROBABILITY DENSITY-FUNCTION AND MODE [J].

PARZEN, E .

ANNALS OF MATHEMATICAL STATISTICS, 1962, 33 (03) :1065-&

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

ROSENBLATT, M .

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

[10] ON ESTIMATION OF PROBABILITY DENSITY .1. [J].

WATSON, GS ;

LEADBETTER, MR .

ANNALS OF MATHEMATICAL STATISTICS, 1963, 34 (02) :480-&

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