Comparison of Test Statistics of Nonnormal and Unbalanced Samples for Multivariate Analysis of Variance in terms of Type-I Error Rates

In this study, we investigate how Wilks’ lambda, Pillai’s trace, Hotelling’s trace, and Roy’s largest root test statistics can be affected when the normal and homogeneous variance assumptions of the MANOVA method are violated. In other words, in these cases, the robustness of the tests is examined....

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Bibliographic Details
Main Authors: Can Ateş, Özlem Kaymaz, H. Emre Kale, Mustafa Agah Tekindal
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Computational and Mathematical Methods in Medicine
Online Access:http://dx.doi.org/10.1155/2019/2173638