Classification for the special situation where observations after a certain time no longer come from the initial population is considered. The discussion focuses on inference about that time, often called the change-point. Some useful approximations are derived for the distributions of change-point statisties, and large-sample results are established for nuisance-parameter situations.
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D. V. Hinkley (1972) studied this question.