Description:
Some financial problems as minimizing the shortfall risk when hedging in incomplete markets lead to problems belonging to test theory. This paper considersa generalization of the Neyman-Pearson lemma. With methods of convex dualitywe deduce the structure of an optimal randomized test when testing a compoundhypothesis against a simple alternative. We give necessary and sufficient optimalityconditions for the problem.