The Optimal Breakdown M-Test and Score Test

摘要

The asymptotic distributions of the sample breakdown points of M-tests and score tests are investigated under the null hypothesis and shrinking alternatives. A minimax criterion to choose an optimal breakdown test is introduced. It is shown that the tests induced by Huber's functions have asymptotically optimal breakdown property in this criterion.