Some graphical aids for univariate exploratory data analysis

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Date
1993-01-01
Journal Title
Journal ISSN
Volume Title
Publisher
Elsevier Science Bv
Abstract
The main parts of exploratory data analysis (EDA) are discussed. For data presentation the quantile plot and quantile-box plot are proposed. Special techniques for empirical probability density construction and empirical quantile-quantile plot creation are described. Some graphically oriented methods for selection of optimum power transformations are presented. These graphical aids in EDA are demonstrated on Hinkley's well known data. © 1993.
Description
Subject(s)
Exploratory data analysis, Power transformation, Probability density, Univariate data analysis
Citation
ISSN
0003-2670
ISBN
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