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.ST2024
Linear hypothesis testing in high-dimensional heteroscedastics via random integration
Mingxiang Cao, Hongwei Zhang, Kai Xu +1
In this paper, for the problem of heteroskedastic general linear hypothesis testing (GLHT) in high-dimensional settings, we propose a random integration method based on the referen…