Exponential Bounds of Mean Error for the Nearest Neighbor Estimates of Regression Functions.

Abstract

This paper establishes an expontential bound of the mean deviation between m sub n (x) and m (x) given the training sample z subn = (x sub 1), ...,X sub n, under the conditions as weak as possible. This is a substantial improvement on Beck's results.

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Document Details

Document Type
Technical Report
Publication Date
Nov 01, 1985
Accession Number
ADA166156

Entities

People

  • L. C. Zhao

Organizations

  • University of Pittsburgh

Tags

Communities of Interest

  • C4I

DTIC Thesaurus Topics

  • Air Force
  • Consistency
  • Convergence
  • Coverings
  • Governments
  • Inequalities
  • Multivariate Analysis
  • National Governments
  • Random Variables
  • Real Numbers
  • Scientific Research
  • Theorems
  • Training
  • Two Dimensional
  • United States
  • United States Government

Readers

  • Approximation Theory.