Uniformly most powerful test with two-dimensional minimal sufficient statistic

The theory of the hypotheses test is well developed when the minimal sufficient statistic is uni-dimensional. In this paper, we discuss the problem of finding a uniformly most powerful test of size α for one-sided hypothesis testing of the parameter of the uniform family for which the minimal sufficient statistic is two-dimensional.