On a duration problem with unbounded geometrical horizon

We consider a full information duration problem with random, unbounded horizon. We choose the object and hold it as long as it will be relatively best or second best object. We show that the problem of stopping on two first order statistics reduces to the problem on stopping only on the relatively best object. We derive the optimal strategy and the value of the problem. The similarities between duration problem and the best or second best choice problem are revealed.