波动性变化测试

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2017-11-14 DOI:10.1111/ectj.12108
Jilin Wu, Zhijie Xiao
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引用次数: 5

摘要

在本文中,我们提出了一种具有良好采样特性的一致U-统计量检验来检测波动率的变化。我们证明了该测试在零假设下具有极限标准正态分布,并且与各种替代方案相比,它是强大的。进行了蒙特卡罗实验,以突出所提出的测试相对于其他流行的波动率结构变化测试的优点。通过实例验证了该测试方法的实际应用。
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Testing for changing volatility

In this paper, we propose a consistent U-statistic test with good sampling properties to detect changes in volatility. We show that the test has a limiting standard normal distribution under the null hypothesis, and that it is powerful compared with various alternatives. A Monte Carlo experiment is conducted to highlight the merits of the proposed test relative to other popular tests for structural changes in volatility. An empirical example is examined to demonstrate the practical application of the proposed testing method.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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