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M-Procedures for Detection of Changes for Dependent Observations

Publication at Faculty of Mathematics and Physics |
2012

Abstract

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.