4.3 Article

A robust test for mean change in dependent observations

Journal

Publisher

SPRINGER INTERNATIONAL PUBLISHING AG
DOI: 10.1186/s13660-015-0569-8

Keywords

change point; median; robust test; consistency

Funding

  1. National Natural Science Foundation of China [11226217]
  2. Postdoctoral Science Special Foundation [2012M510772, 2013T60266]

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A robust test based on the indicators of the data minus the sample median is proposed to detect the change in the mean of alpha-mixing stochastic sequences. The asymptotic distribution of the test is established under the null hypothesis that the mean mu remains as a constant. The consistency of the proposed test is also obtained under the alternative hypothesis that mu changes at some unknown time. Simulations demonstrate that the test behaves well for heavy-tailed sequences.

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