On Nonparametric Probability Density Estimation Using Orthogonal Series.

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)

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Document Details

Document Type
Technical Report
Publication Date
Nov 26, 1980
Accession Number
ADA094728

Entities

People

  • Lee K. Jones

Organizations

  • Massachusetts Institute of Technology

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DTIC Thesaurus Topics

  • Calculus
  • Classification
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  • Continents
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  • Massachusetts
  • Mathematics
  • New England
  • Probability
  • United States

Fields of Study

  • Mathematics

Readers

  • Calculus or Mathematical Analysis
  • Regression Analysis.