Journal
JOURNAL OF INEQUALITIES AND APPLICATIONS
Volume -, Issue -, Pages -Publisher
SPRINGER INTERNATIONAL PUBLISHING AG
DOI: 10.1186/s13660-015-0569-8
Keywords
change point; median; robust test; consistency
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Funding
- National Natural Science Foundation of China [11226217]
- 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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