Asymptotic FDR control under weak dependence: A counterexample

Some multiple tests controlling the false discovery rate (FDR) under independence also control the FDR under weak dependence if the proportion of rejected null hypotheses is asymptotically larger than zero. We show that weak dependence is not sufficient for FDR control if the proportion of rejected nulls converges to zero with positive probability.