2 papers
math.ST2024
General linear hypothesis testing of high-dimensional mean vectors with unequal covariance matrices based on random integration
Mingxiang Cao, Yelong Qiu, Junyong Park
This paper is devoted to the study of the general linear hypothesis testing (GLHT) problem of multi-sample high-dimensional mean vectors. For the GLHT problem, we introduce a test…
math.ST2017
A test for k sample Behrens-Fisher problem in high dimensional data
Mingxiang Cao, Junyong Park, Daojiang He
In this paper, the sample Behrens-Fisher problem is investigated in high dimensional setting. We propose a new test statistic and demonstrate that the proposed test is expected…