  We derive an optimal strategy for minimizing the expected loss in the
two-period economy when a pivotal decision needs to be made during the first
time period and cannot be subsequently reversed. Our interest in the problem
has been motivated by the classical shopper's dilemma during the Black Friday
promotion period, and our solution crucially relies on the pioneering work of
McDonnell and Abbott on the two-envelope paradox.
