Empirical Analysis of Risks on HS300 Based on the VAR-GARCH Model

被引:0
|
作者
Zhou, Mei [1 ]
Wen, Tingting [1 ]
机构
[1] North China Univ Technol, Coll Sci, Beijing 100144, Peoples R China
关键词
HS300 Stock Index Futures; VAR_GARCH model; Risk measurement;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
In April 2010, China financial futures exchange market introduced HS300 Stock Index Futures, which presented a continuous, stable and fast development situation in the following period. However, it has a bigger risk as futures price fluctuates. As is known to all, measurement method of VAR is used to evaluate the risks more commonly, and more effectively. And price in futures trading has stronger volatility clustering effect and thicker tail than other trading products' prices, resulting that measurement method of VAR for this kind of transaction data become invalid. This paper introduces GARCH model for the data, reducing the volatility of the data sequence and the deviation brought by sensitivity of the data sequence, which might be more accurate to reflect the characteristics of risk.
引用
收藏
页码:60 / 65
页数:6
相关论文
共 50 条
  • [1] The Empirical Analysis of the Risk of NYMEX Crude Oil Futures Market Based on the VAR-GARCH Model
    Ouyang Lingyu
    Du Jia
    [J]. PROCEEDINGS OF THE NINTH INTERNATIONAL FORUM - INTERNATIONAL TRADE AND INVESTMENT, 2012, : 289 - 295
  • [2] Study on the Risk Management of China's CSI 300 Index Futures Based on the VaR-GARCH Model
    Li, Cheng-gang
    Yin, Bin
    Li, Xiao-lin
    [J]. 2015 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND MANAGEMENT ENGINEERING (ICISME 2015), 2015, : 210 - 214
  • [3] Research on the trade duration of HS300 index based on ACD model
    Ma, Yulin
    Zhao, Yuan
    [J]. 2013 9TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2013, : 753 - 757
  • [4] An Empirical Study on Supply Chain Risk Contagion Effect Based on VAR-GARCH (1,1)-BEKK Model
    Pan, Wenjun
    Zhao, Huida
    Miu, Lin
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2019, 109 (02) : 761 - 775
  • [5] An Empirical Study on Supply Chain Risk Contagion Effect Based on VAR-GARCH (1,1)–BEKK Model
    Wenjun Pan
    Huida Zhao
    Lin Miu
    [J]. Wireless Personal Communications, 2019, 109 : 761 - 775
  • [6] Margin Determination of Au(T plus D) Contract Based on VaR-GARCH Model
    Zheng, Xiutian
    Cui, Qiang
    [J]. ADVANCES IN BUSINESS INTELLIGENCE AND FINANCIAL ENGINEERING, 2008, 5 : 931 - 936
  • [7] Empirical Research of VAR on HS 300 Stock Index and HS 300 Stock Future
    Dai, Xin-xing
    [J]. 3RD INTERNATIONAL CONFERENCE ON E-COMMERCE AND CONTEMPORARY ECONOMIC DEVELOPMENT (ECED 2017), 2017, : 1 - 8
  • [8] Price and volume dynamics in second-hand ship market based on VAR-GARCH model
    Fang, Liang
    Liang, Jin-peng
    Wang, Jie
    [J]. 2015 FIFTH INTERNATIONAL CONFERENCE ON INSTRUMENTATION AND MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC), 2015, : 346 - 351
  • [9] HS300指数收益波动性及VaR度量研究
    姜全
    刘孟
    [J]. 金融经济, 2008, (08) : 87 - 89
  • [10] Interactions between stock prices and exchange rates: An application of multivariate VAR-GARCH model
    Manasseh, Charles O.
    Chukwu, Ndubuisi O.
    Abada, Felicia C.
    Ogbuabor, Jonathan E.
    Onyeka, Kenechukwu A.
    Okoro, Okoro E.
    [J]. COGENT ECONOMICS & FINANCE, 2019, 7 (01):