Techniques of Quantile Regression.

Abstract

The asymptotic properties of different nonparametric estimators of a regression function are studied. The motivation for these estimators comes from the unified approach to statistics developed by Parzen under the name of Nonparametric Statistical Data Science in which the quantile function plays a crucial role. We call them quantile regression estimators.

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Document Details

Document Type
Technical Report
Publication Date
Jun 01, 1978
Accession Number
ADA056705

Entities

People

  • Jean-pierre Carmichael

Organizations

  • University at Buffalo

Tags

Communities of Interest

  • Air Platforms
  • Autonomy

DTIC Thesaurus Topics

  • Data Analysis
  • Data Mining
  • Data Science
  • Equations
  • Estimators
  • Information Science
  • Integrals
  • Mathematics
  • New York
  • Order Statistics
  • Statistical Analysis
  • Statistical Data
  • Statistics
  • White Noise

Fields of Study

  • Mathematics

Readers

  • Statistical inference.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference