中国股市风险CAViaR方法的稳定性分析及其时变建模

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在介绍诺贝尔经济学奖得主 Engle 及合作者 Manganelli 于 1999 年提出的 CAViaR 模型理论及实际意义的基础上,采用 Hansen 检验方法重点探讨了中国股市风险 CAViaR 建模的稳定性问题.通过对上证综合指数与深圳成指的实证研究, 认为 Engle 及 Manganelli 所力荐的四个参数 CAViaR 模型用于中国股市风险建模是相当不稳定的,不能很好地适合现实的中国股票市场.鉴于此,提出了具有时变参数的 CAViaR,模型通过失败率检验法得到了相对较好的结果,明显地提高了模型的度量与防范市场风险能力. Based on the CAViaR model theory proposed by Nobel laureate Engle and collaborator Manganelli in 1999 and its practical significance, this paper focuses on the stability of CAViaR modeling in China’s stock market by using Hansen test method. Index and Shenzhen into a means of empirical research that the four parameters recommended by Engle and Manganelli CAViaR model used in China’s stock market risk modeling is quite unstable and not well suited to the reality of the Chinese stock market in view of this, The CAViaR model with time-varying parameters obtains relatively good results through the failure rate test, which obviously improves the measurement of the model and the ability to prevent market risk.
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