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Vestnik Moskovskogo Universiteta. Seriya 1. Matematika. Mekhanika, 2012, Number 2, Pages 48–51
(Mi vmumm480)
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This article is cited in 4 scientific papers (total in 4 papers)
Short notes
Robustness of GM-tests in autoregression against outliers
D. M. Esaulov Lomonosov Moscow State University, Faculty of Mechanics and Mathematics
Abstract:
The article deals with properties of GM-estimators and GM-tests for linear hypotheses in AR(p)-processes when the observations contain outliers. In particular, we obtain the marginal distribution of test statistics, which allows us to prove the robustness of these GM-tests. The scheme of data contamination by additive single outliers with the intensity $O(n^{-1/2})$, where $n$ is the data level, is considered.
Key words:
robustness, conjecture checking, autoregression, GM-estimators, GM-tests.
Received: 15.12.2010
Citation:
D. M. Esaulov, “Robustness of GM-tests in autoregression against outliers”, Vestnik Moskov. Univ. Ser. 1. Mat. Mekh., 2012, no. 2, 48–51; Moscow University Mathematics Bulletin, 67:2 (2012), 79–81
Linking options:
https://www.mathnet.ru/eng/vmumm480 https://www.mathnet.ru/eng/vmumm/y2012/i2/p48
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Abstract page: | 157 | Full-text PDF : | 34 | References: | 35 |
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