Bootstrap Test for Stationarity of Heavy-Tailed Series with Structural Breaks

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作者
Rui Bing QINZheng TIAN Department of Applied MathematicsNorthwestern Polytechnical UniversityShaanxi PRChinaState Key Laboratory of Remote Sensing ScienceBeijing PRChina [1 ,1 ,2 ,1 ,710072 ,2 ,100101 ]
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O212.2 [抽样理论、频率分布];
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The paper proposes a statistic to test stationarity of series with κ-stable innovations and structural breaks,obtains the asymptotical distribution of the statistic,and proves the consistency of the test.To obtain critic values for the test without the estimation of the index κ,the paper proposes the bootstrap procedures to approximate the distribution,and proves the consistency of the procedures.The simulations demonstrate that the bootstrap test is practical and powerful.
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页码:1015 / 1022
页数:8
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