Minimax Testing of Hypotheses Defined by Moments

The author considers the problem of testing (or discriminating) two complex hypotheses specified by a finite number of moments with respect to a system of moment functions of general form. It is shown that a minimax rule for discriminating a pair of least favorable distributions exists; its structure is investigated. The validity of the minimax theorem is established.