Strong universal pointwise consistency of some regression function estimates

Paul Algoet, L. Györfi

Research output: Contribution to journalArticle

5 Citations (Scopus)

Abstract

The strong universal pointwise consistency of some modified versions of the standard regression function estimates of partitioning, kernel, and nearest neighbor type is shown.

Original languageEnglish
Pages (from-to)125-144
Number of pages20
JournalJournal of Multivariate Analysis
Volume71
Issue number1
Publication statusPublished - 1999

Fingerprint

Regression Function
Partitioning
Nearest Neighbor
kernel
Estimate
Standards
Nearest neighbor
Kernel

Keywords

  • Kernel estimate
  • Nearest neighbor estimate
  • Nonparametric regression estimation
  • Partitioning estimate
  • Strong universal pointwise consistency

ASJC Scopus subject areas

  • Statistics, Probability and Uncertainty
  • Numerical Analysis
  • Statistics and Probability

Cite this

Strong universal pointwise consistency of some regression function estimates. / Algoet, Paul; Györfi, L.

In: Journal of Multivariate Analysis, Vol. 71, No. 1, 1999, p. 125-144.

Research output: Contribution to journalArticle

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