Robust/Resistant Techniques of Data Analysis.

Abstract

Research under this contract focused on three basic problem areas: 81) 'critical data analysis' ('whose aim is to provide more formal inferences accompanying techniques of exploratory data analysis), (2) distribution shapes that end to arise in real data, and (3) computer implementation of some advanced techniques in exploratory data analysis. This final report summarizes the research and the major results within each of these three areas. Keywords: robustness, exploratory data analysis, confirmatory data analysis, critical data analysis, distribution shape, statistical software, and analysis of variance.

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Document Details

Document Type
Technical Report
Publication Date
Oct 28, 1985
Accession Number
ADA163972

Entities

People

  • David C. Hoaglin
  • Frederick Mosteller

Organizations

  • Harvard University

Tags

Communities of Interest

  • Human Systems

DTIC Thesaurus Topics

  • Additives (Chemicals)
  • Analysis Of Variance
  • Anomaly Detection
  • Change Detection
  • Classification
  • Contracts
  • Data Analysis
  • Discrete Distribution
  • Estimators
  • Military Research
  • New York
  • Random Variables
  • Scientists
  • Security
  • Statistical Analysis
  • Statistics
  • Universities

Readers

  • Software Engineering
  • Statistical inference.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference