Investigations in Robust/Resistant Data Analysis

Abstract

Research under this contract involved three main problem areas: (1) diagnostic and critical data analysis (including exploratory and robust methods) , (2) analysis of distribution shape (techniques and applications to real data), and (3) implementation in computer software of selected data-analytic techniques. This final report summarizes the research and major results in each of these three areas. Keywords: Analysis of variance, Exploratory data analysis, Interaction, Outliers, Regression diagnostics, Robustness, Statistical software.

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Document Details

Document Type
Technical Report
Publication Date
Dec 27, 1988
Accession Number
ADA205243

Entities

People

  • David C. Hoaglin
  • Frederick Mosteller

Organizations

  • Harvard University

Tags

Communities of Interest

  • Biomedical
  • Human Systems

DTIC Thesaurus Topics

  • Analysis Of Variance
  • Anomaly Detection
  • Body Weight
  • Change Detection
  • Computer Programs
  • Computer Science
  • Computers
  • Data Analysis
  • Data Sets
  • Detection
  • Estimators
  • Gaussian Distributions
  • Probability
  • Random Variables
  • Simulations
  • Statistical Analysis
  • Statistics

Readers

  • Computer Science/Computer Engineering/Data Science/Digital Signal Processing.
  • Statistical inference.
  • Technical Research and Report Writing.