Minimax rates for sparse signal detection under correlation

Subhodh Kotekal, Chao Gao

We fully characterize the nonasymptotic minimax separation rate for sparse signal detection in the Gaussian sequence model with $p$ equicorrelated observations, generalizing a resu…