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Testing equality of two mean vectors with monotone incomplete data.

Authors :
Yagi, Ayaka
Seo, Takashi
Hanusz, Zofia
Source :
Communications in Statistics: Simulation & Computation. 2023, Vol. 52 Issue 2, p506-522. 17p.
Publication Year :
2023

Abstract

In this paper, testing the equality of two mean vectors is considered when each dataset has a monotone pattern of missing observations. A simplified Hotelling's T2-type test statistic in a two-sample problem under monotone missing data is given. Transformed test statistics of this simplified T2 statistic based on Bartlett adjustment to improve the chi-squared approximation are derived. Furthermore, the accuracy of the approximations is investigated using a Monte Carlo simulation. Finally, the numerical power of the proposed test is presented. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610918
Volume :
52
Issue :
2
Database :
Academic Search Index
Journal :
Communications in Statistics: Simulation & Computation
Publication Type :
Academic Journal
Accession number :
161466281
Full Text :
https://doi.org/10.1080/03610918.2020.1861291