Some graphical aids for univariate exploratory data analysis
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Date
1993
Authors
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