Discrete mixtures of exponential random variables X1 and X2 are identified in terms of (i) relations between the best predictor of max (X1, X2) given min (X1, X2) and the failure rate of the distribution, and (ii) relations between conditional expectation of some appropriate functions of order statistics on some others and the failure rate of the distribution.
