Accession Number:

ADA094728

Title:

On Nonparametric Probability Density Estimation Using Orthogonal Series.

Descriptive Note:

Technical note,

Corporate Author:

MASSACHUSETTS INST OF TECH LEXINGTON LINCOLN LAB

Personal Author(s):

Report Date:

1980-11-26

Pagination or Media Count:

15.0

Abstract:

A method of density estimation is proposed, which is a rational modification of orthogonal expansions, combined with a stopping rule determined by a nearest neighbor statistic. This method yields consistent estimates and applies in principle to density estimation in any number of dimensions. Author

Subject Categories:

  • Statistics and Probability

Distribution Statement:

APPROVED FOR PUBLIC RELEASE