Jurnal Biometrika dan Kependudukan (Journal of Biometrics and Population)
Vol. 10 No. 2 (2021): JURNAL BIOMETRIKA DAN KEPENDUDUKAN

DIFFERENCE OF POWER TEST AND TYPE II ERROR (β) ON MARDIA MVN TEST, HENZE ZIKLER'S MVN TEST, AND ROYSTON'S MVN TEST USING MULTIVARIATE DATA ANALYSIS

Wahyul Anis (Faculty of Medicine, Universitas Airlangga, 60132 Surabaya, East Java, Indonesia)
Kuntoro Kuntoro (Faculty of Public Health, Universitas Airlangga, 60115 Surabaya, East Java, Indonesia)
Soenarnatalina Melaniani (Faculty of Public Health, Universitas Airlangga, 60115 Surabaya, East Java, Indonesia)



Article Info

Publish Date
31 Oct 2021

Abstract

The Mardia MVN test, Henze Zikler's MVN test, and Royston's MVN test are the most widely used tests to analyze multivariate normal (MVN) data, but there have not been many studies explaining the advantages and disadvantages of these tests. The research objective was to analyze the difference in test strength and type II (β) error in the Mardia MVN test, Henze Zikler's MVN test, and Royston's MVN test. The research data were analyzed using three MVN tests, namely the Mardia MVN test, Henze Zikler's MVN test, and Royston's MVN test. The results of the analysis in the form of test strength and type II error (β) would be compared at alpha (α) 1%, 5%, 10%, 15%, 20%, and 25%. The comparison results explained that the Mardia test had the greatest test strength and the smallest type II (β) error. The study concluded that the Mardia MVN test was a multivariate normal test better than Henze Zikler's MVN test and Royston's MVN test.

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Journal Info

Abbrev

JBK

Publisher

Subject

Description

Jurnal Biometrika dan Kependudukan is a journal that contains articles about the development of statistical methods in the field of health, the application of statistical methods on solving health problems, the development of demography and demography, solving reproductive health problems, solving ...