Testing on performance using robust methods
This monograph presents the work on robust procedures when researchers faced with data that appear to violate the assumption of normality and the data with unbalanced design.A simulation method was conducted by the authors to compare the robustness (Type I error) of the method with respect to its co...
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2014
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my.uum.repo.127182016-12-04T08:15:08Z http://repo.uum.edu.my/12718/ Testing on performance using robust methods Md Yusof, Zahayu Syed Yahaya, Sharipah Soaad Abdullah, Suhaida QA76 Computer software This monograph presents the work on robust procedures when researchers faced with data that appear to violate the assumption of normality and the data with unbalanced design.A simulation method was conducted by the authors to compare the robustness (Type I error) of the method with respect to its counterpart from the parametric and non-parametric aspects namely ANOVA, t-test, Kruskal-Wallis and Mann-Whitney respectively. The performance of the methods was further demonstrated on real education data.This monograph illustrates new alternative procedures to researchers (in various fields, especially the experimental sciences) which will not be constrained with all the assumptions such as normality and homogeneity of variances.They can instead work with the original data without having to worry about the shape of the distributions. Universiti Utara Malaysia Press 2014 Book PeerReviewed Md Yusof, Zahayu and Syed Yahaya, Sharipah Soaad and Abdullah, Suhaida (2014) Testing on performance using robust methods. Monograph Series statistics . Universiti Utara Malaysia Press, Sintok. ISBN 978-967-0474-71-7 http://uumpress.com.my |
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QA76 Computer software Md Yusof, Zahayu Syed Yahaya, Sharipah Soaad Abdullah, Suhaida Testing on performance using robust methods |
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This monograph presents the work on robust procedures when researchers faced with data that appear to violate the assumption of normality and the data with unbalanced design.A simulation method was conducted by the authors to compare the robustness (Type I error) of the method with respect to its counterpart from the parametric and non-parametric aspects namely ANOVA, t-test, Kruskal-Wallis and Mann-Whitney respectively. The performance of the methods was further demonstrated on real education data.This monograph illustrates new alternative procedures to researchers (in various fields, especially the experimental sciences) which will not be constrained with all the assumptions such as normality and homogeneity of variances.They can instead work with the original data without having to worry about the shape of the distributions. |
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Book |
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Md Yusof, Zahayu Syed Yahaya, Sharipah Soaad Abdullah, Suhaida |
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Md Yusof, Zahayu Syed Yahaya, Sharipah Soaad Abdullah, Suhaida |
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Md Yusof, Zahayu |
title |
Testing on performance using robust methods |
title_short |
Testing on performance using robust methods |
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Testing on performance using robust methods |
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Testing on performance using robust methods |
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Testing on performance using robust methods |
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testing on performance using robust methods |
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Universiti Utara Malaysia Press |
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2014 |
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http://repo.uum.edu.my/12718/ http://uumpress.com.my |
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1644280982001418240 |
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