A Two-Sample Test of High Dimensional Means Based on Posterior Bayes Factor

In classical statistics, the primary test statistic is the likelihood ratio. However, for high dimensional data, the likelihood ratio test is no longer effective and sometimes does not work altogether. By replacing the maximum likelihood with the integral of the likelihood, the Bayes factor is obtai...

Full description

Bibliographic Details
Main Authors: Yuanyuan Jiang, Xingzhong Xu
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/10/1741