Exploratory Data Analysis: Past, Present and Future

Abstract

The 1971-1977 early formulation of Exploratory Data Analysis, in terms of (a) results of some of its techniques and considerations which underlay, at various depths, the choices realized in the books. The 1991-1995 development of Exploratory Analysis of Variance, described in its simplest (two- way table) form and barely sketched in general. Discussion of the changes in apparent philosophy caused by the need to communicate more complicated things, notches, hints, the likely impact on a revised edition of Exploratory Data Analysis 1977. Dreams and targets for what might happen in 1996-2005, with emphasis on Exploratory Regression and the combined use of multiple description.

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Document Details

Document Type
Technical Report
Publication Date
Apr 01, 1993
Accession Number
ADA266775

Entities

People

  • John W. Tukey

Organizations

  • Princeton University

Tags

DTIC Thesaurus Topics

  • Analysis Of Variance
  • Composite Materials
  • Data Analysis
  • Data Mining
  • Data Science
  • Data Sets
  • Information Science
  • Materials
  • Models
  • Order Statistics
  • Probability
  • Recognition
  • Sampling
  • Simulations
  • Square Roots
  • Statistics
  • Two Dimensional

Readers

  • Educational Psychology
  • Regression Analysis.
  • Theoretical Analysis.