Asymptotically Optimal Tests for Multinomial Distributions

Abstract

The optimal test is no better asymptotically than the likelihood ratio test. This conclusion, however, has a limitation: The likelihood ratio test is optimal only if the alternative distributions are fixed. In particular, the number of outcomes in the test should not grow as the number of observations increases.