›› 2016, Vol. 28 ›› Issue (9): 41-50.

• 经济与金融管理 • 上一篇    下一篇

典型事实在中国债券市场风险管理中的应用价值分析

侯县平1,2, 黄登仕2, 陈王2, 徐凯3   

  1. 1. 成都信息工程大学管理学院, 成都 610103;
    2. 西南交通大学经济管理学院, 成都 610031;
    3. 成都学院经济管理学院, 成都 610106
  • 收稿日期:2013-01-07 出版日期:2016-09-28 发布日期:2016-10-21
  • 作者简介:侯县平,成都信息工程大学管理学院讲师,西南交通大学经济管理学院,博士;黄登仕,西南交通大学经济管理学院教授,博士生导师,博士;陈王,西南交通大学经济管理学院博士研究生;徐凯,成都学院经济管理学院讲师,硕士.
  • 基金资助:

    国家自然科学基金项目(71171025)

Applied Analysis of Stylized Facts in Risk Management in China's Bond Market

Hou Xianping1,2, Huang Dengshi2, Chen Wang2, Xu Kai3   

  1. 1. School of Management, Chengdu University of Information Technology, Chengdu 610103;
    2. School of Economics and Management, Southwest Jiaotong University, Chengdu 610031;
    3. School of Economics and Management, Chengdu University, Chengdu 610106
  • Received:2013-01-07 Online:2016-09-28 Published:2016-10-21

摘要:

金融市场典型事实对于风险测度及风险管理至关重要,本文在金融市场典型事实约束下分别构建了不同的债券市场风险测度模型,通过严格的后验分析对比研究了各种模型的适用范围和准确程度,进而分析了不同典型事实在风险管理中的应用价值。实证结果表明:测度中国债券市场的动态风险胖尾分布比正态分布更为准确,因而在风险管理中具有极其重要的应用价值;收益率的自相关性和分布的有偏性在极端风险测度中能够提供更多的有效信息;收益波动没有明显的杠杆效应,刻画杠杆效应的模型并没有表现出更好的风险测度能力。

关键词: 典型事实, 债券市场, 动态风险, 风险管理, 后验分析

Abstract:

Stylized facts play an important role in risk measurement and risk management inthe financial market. The paper builds various models of risk measurement in bond market, which are underneath the stylized facts in financial markets. In addition, the applied range and the accuracy of these models are discussed by strict backtesting, then, the paper analyzes the applied value of stylized facts in risk management in China's bond market. Empirical results show that fat-tailed distribution, which has very important practical value in risk management, is more accurate than normal distribution in measuring dynamic risk in China's bond market, and the autocorrelation of return and the skewed distribution contain more valuable information in extreme risk measurement. Besides, the leverage effect of volatility is not significant. Moreover, compared with the other models, the model on leverage effect does not own stronger capabilities of risk measurement.

Key words: stylized facts, bond market, dynamic risk, risk management, backtesting