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Some graphical aids for univariate exploratory data analysis

✍ Scribed by Jiří Militký; Milan Meloun

Publisher
Elsevier Science
Year
1993
Tongue
English
Weight
526 KB
Volume
277
Category
Article
ISSN
0003-2670

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✦ Synopsis

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.

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