Notes on Statistical Tests for Nonidentically Distributed Observations

We discuss a problem of testing simple statistical hypotheses on the nonidentically distributed observations. A possibility of using the method Monte-Carlo for choosing the critical value in Neyman – Pearson test is pointed out. We propose also an approach permitting to reduce the problem considered to a problem of testing hypotheses on uniformity vs nonuniformity of distributions on the interval (0,1).