Univariate and multivariate skewness and kurtosis for measuring nonnormality: Prevalence, influence and estimation

Nonnormality of univariate data has been extensively examined previously (Blanca et al., Methodology: European Journal of Research Methods for the Behavioral and Social Sciences, 9 (2), 78–84, 2013 ; Miceeri, Psychological Bulletin, 105 (1), 156, 1989 ). However, less is known of the potential nonno...

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Bibliographic Details
Published in:	Behavior research methods Vol. 49; no. 5; pp. 1716 - 1735
Main Authors:	Cain, Meghan K., Zhang, Zhiyong, Yuan, Ke-Hai
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.10.2017 Springer Nature B.V
Subjects:	Behavioral Research - statistics & numerical data Behavioral Science and Psychology Cognitive Psychology Data processing Education Educational research Factor analysis Humans Kurtosis Multivariate Analysis Normal Distribution Psychological research Psychology Research methodology Simulation Skewness Social factors Social sciences Software Statistical analysis Statistics Nonnormality Kurtosis Software Skewness
ISSN:	1554-3528, 1554-3528
Online Access:	Get full text
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