Testing hypotheses for measures with different masses: Four optimization problems

摘要

We consider a problem similar to testing two composite hypotheses, where measures constituting the hypotheses are not probabilities and may have different masses. Then it is naturally to consider four different optimization problems. To characterize optimal solutions we introduce corresponding dual optimization problems. Our main goal is to find sufficient conditions for the existence of saddle points in each problem.