On Two Methods of Identifying Influential Sets of Observations.

Abstract

In this paper two new measurements are proposed to identify influential sets of observations at the design state in view of prediction and fitting. A relationship is established between one of proposed measures and the Cook's measure at the inference stage.(Keywords: Statistical models; robustness; linear models).

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Document Details

Document Type
Technical Report
Publication Date
Feb 01, 1987
Accession Number
ADA186270

Entities

People

  • Subir Ghosh

Organizations

  • University of California, Riverside

Tags

DTIC Thesaurus Topics

  • Air Force
  • California
  • Combinatorial Analysis
  • Data Science
  • Estimators
  • Improvised Explosive Devices
  • Information Science
  • Mathematical Analysis
  • Observation
  • Scientific Research
  • Security
  • Statistical Analysis
  • Statistics
  • Two Dimensional
  • Universities

Fields of Study

  • Mathematics

Readers

  • Regression Analysis.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference