Asymptotic power of likelihood ratio tests for high dimensional data

Cheng Wang, Longbing Cao, Baiqi Miao

This paper considers the asymptotic power of likelihood ratio test (LRT) for the identity test when the dimension p is large compared to the sample size n. The asymptotic distribut…