ROC and the bounds on tail probabilities via theorems of Dubins and F. Riesz

Eric Clarkson, J. L. Denny, Larry Shepp

For independent $X$ and $Y$ in the inequality $P(X\le Y+\mu )$, we give sharp lower bounds for unimodal distributions having finite variance, and sharp upper bounds assuming symmetri…