期刊导航

论文摘要

基于分位点回归和影响因子的动态保证金率

Dynamic margin rate based on quantile regression and impact factors

作者:黄家锋(四川大学数学学院);李东方(四川大学数学学院);唐亚勇(四川大学数学学院)

Author:HUANG Jia-Feng(College of Mathematics, Sichuan University);LI Dong-Fang(College of Mathematics, Sichuan University);TANG Ya-Yong(College of Mathematics, Sichuan University)

收稿日期:2014-06-06          年卷(期)页码:2015,52(3):461-466

期刊名称:四川大学学报: 自然科学版

Journal Name:Journal of Sichuan University (Natural Science Edition)

关键字:动态保证金率; GARCH VaR; 影响因子; 分位点回归; MH抽样

Key words:Dynamic margin rate; GARCH VaR; Impact factors; Quantile regression

基金项目:

中文摘要

保证金是金融市场上对交易各方履约的基本保证.为了能够在风险可控的范围内设定更为合理的保证金水平,本文结合VaR方法中的GARCH、TGARCH、EGARCH模型,加入影响因子和基于MCMC的分位点回归方法来拟合模型参数,并利用Cornish Fisher展开式估计分位数Φ-1q,以找到制定保证金水平更为合理的方法,然后采用沪胶指数日线为数据进行了对比和验证.

英文摘要

Margin is a basic guarantee for the performance of the parties to the transaction on the futures market. To set more reasonable margin levels in the range of risk control, we combine GARCH, TGARCH, EGARCH model in VaR approach, together with impact factors and estimating model parameters based on MCMC quantile regression method, evaluate the quantile Φ-1q by using Cornish Fisher expansion,and use daily data of Hujiao index, strive to develop a more rational approach through comparison and verification.

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