Stand-in Procedure to Multivariate Behrens-Fisher Problem
No Thumbnail Available
Date
2018
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Akamai University, U.S.A
Abstract
This work considers the problem of comparing two multivariate normal mean vectors under the heteroscedasticity of dispersion matrices. We develop a new procedure using approximate degree of freedom method by Satterthwaite [23] and broaden it to Multivariate Behrens-Fisher. The New procedure is compared with existing ones via R package simulation and Data used by James [8] and Yao [31]. We ascertain that, new procedure is better in terms of power of the test and type I error rate than all existing procedure mull over when the sample sizes are not equal, but the proposed procedure perform the same with the selected procedure when sample sizes are equal.
Description
Keywords
Multivariate Behrens-Fisher problem, Type 1 error rate, Power of the test, Heteroscedasticity
Citation
Pacific Journal of Science and Technology