Comparing Welch's ANOVA, a Kruskal-Wallis test and traditional ANOVA in case of Heterogeneity of Variance

Analysis of variance (ANOVA) is a robust test against the normality assumption, but it may be inappropriate when the assumption of homogeneity of variance has been violated. Welch ANOVA and the Kruskal-Wallis test (a non-parametric method) can be applicable for this case. In this study we compare th...

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Bibliographic Details
Main Author: Liu, Hangcheng
Format: Others
Published: VCU Scholars Compass 2015
Subjects:
Online Access:http://scholarscompass.vcu.edu/etd/3985
http://scholarscompass.vcu.edu/cgi/viewcontent.cgi?article=5026&context=etd