Detection of Outliers in Multivariate Linear Regression Model.

Abstract

This article suggests multivariate kurtosis measure as a statistic for detection of outliers in a multivariate linear regression model. The statistics has some local optimal properties. Keywords: Multivariate linear regression model; Detection of outliers; Multivariate kurtosis; and Locally best invariant test.

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Document Details

Document Type
Technical Report
Publication Date
Apr 01, 1986
Accession Number
ADA170030

Entities

People

  • Dayanand N. Naik

Organizations

  • University of Pittsburgh

Tags

Communities of Interest

  • C4I

DTIC Thesaurus Topics

  • Air Force
  • Anomaly Detection
  • Change Detection
  • Data Analysis
  • Data Science
  • Detection
  • Governments
  • Information Science
  • Multivariate Analysis
  • Normal Distribution
  • Observation
  • Regression Analysis
  • Residuals
  • Scientific Research
  • Statistical Data
  • Statistics
  • United States Government

Fields of Study

  • Mathematics

Readers

  • Regression Analysis.