This article extends known results on M-procedures for detection of changes in a location model to the situation with dependent observations, particularly when the error terms fulfill alpha-mixing conditions. Theoretical results are accompanied by a simulation study.
The results can be extended to more general models, however the proofs become more cumbersome.