摘要
本文提出了基于谱聚类方法、独立成分分析、GARCH和VAR的金融风险多渠道协同传染模型。从中证行业指数角度出发,利用该模型实证分析了欧洲主权债务危机背景下全球主要股票市场对我国股市的多渠道协同波动溢出效应。实证结果表明欧洲主权债务危机分多个渠道影响我国股市的不同行业指数的波动率,并且波动溢出呈现集中性特点。
In this paper,multi-channel common volatility spillover model is proposed based on spectral clustering,independent component analysis,GARCH and VAR. The model is used to analyze multi-channel common volatility spillover from global main equity markets to Chinese equity markets based on the CSI industry indices data during the European sovereign debt crisis. Empirical research shows that volatility of several CSI industry indices are affected by global main equity markets via multi-channels during the European sovereign debt crisis,and the volatility spillover takes the characteristic of aggregation.
出处
《管理评论》
CSSCI
北大核心
2015年第11期21-32,95,共13页
Management Review
基金
国家自然科学基金重点项目(71431008)
国家自然科学基金项目(61463039)
中国博士后科学基金项目(2015-M581192)
内蒙古自然科学基金项目(2014BS0706)
内蒙古大学高层次人才引进项目(30105-125116)
关键词
金融风险
多渠道协同波动溢出
行业指数
financial risk
multi-channel common volatility spillover
industry indices