M-procedures for detection of changes for dependent observations

Abstract

The paper concerns M-type procedures for detection of changes in location models for dependent observations. CUSUM type test statistics are studied when the distribution of the error terms fulfills certain mixing conditions.

Theoretical results are accompanied by a simulation study.

Keywords

• M-procedures
• detection
• changes
• dependent
• observations