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Empirical Distributions and Exploratory Data Analysis-Chapter 3

Authors
Publisher
Elsevier Science & Technology
Publication Date
Identifiers
DOI: 10.1016/b978-0-12-385022-5.00003-8
Keywords
  • Eda
  • Robustness
  • Resistance
  • Re-Expression
  • Correlation
Disciplines
  • Design

Abstract

Abstract Preliminary exploration of a new data set often provides valuable insights that inform subsequent analyses. Well-designed graphical tools are especially powerful for this purpose, especially when the data are multivariate (high-dimensional). Mathematical transformations of the original data may enhance interpretations, and the transformed data may be more suitable for some applications.

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