A revised generalized F-test for testing the equality of group means under non-normality caused by skewness
نویسندگان
چکیده
The non-normality may occur in the data due to several reasons such as presence of outlier or skewness. It leads lose power and fail control Type I error probability tests which are used test equality group means under heteroscedasticity. To overcome this problem, a revised generalized F-test (RGF) is proposed heteroscedasticity caused by skewness study. An extensive Monte-Carlo simulation study conducted investigate performance values for different number groups. RGF best choice high level k = 3, 4, 5. Kruskal-Wallis shows better than others small moderate sample sizes 6, 7. shown that superior non-parametric alternatives most conditions.
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ژورنال
عنوان ژورنال: Communications Faculty of Sciences University of Ankara. Series A1: mathematics and statistics
سال: 2021
ISSN: ['1303-5991']
DOI: https://doi.org/10.31801/cfsuasmas.800452