Robust statistical methods in R using the WRS2 package

This paper introduces the R package WRS2 that implements various robust statistical methods. It elaborates on the basics of robust statistics by introducing robust location, dispersion, and correlation measures. The location and dispersion measures are then used in robust variants of independent and...

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Bibliographic Details
Published in:	Behavior research methods Vol. 52; no. 2; pp. 464 - 488
Main Authors:	Mair, Patrick, Wilcox, Rand
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.04.2020 Springer Nature B.V
Subjects:	Analysis of covariance Behavioral Science and Psychology Behavioral Sciences Cognitive Psychology Mediation Models, Statistical Psychology Social factors Statistical analysis Statistical methods Statistics Variance analysis Variants Robust statistics R Robust ANOVA Robust ANCOVA Robust mediation
ISSN:	1554-3528, 1554-3528
Online Access:	Get full text
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