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基于非线性Granger因果检验的中国大陆和世界其他主要股票市场之间的信息溢出
引用本文:周璞,李自然.基于非线性Granger因果检验的中国大陆和世界其他主要股票市场之间的信息溢出[J].系统工程理论与实践,2012,32(3):466-475.
作者姓名:周璞  李自然
作者单位:中国科学院 数学与系统科学研究院, 北京 100190
基金项目:国家自然科学基金(71003094);上海市智能信息处理重点实验室项目(IIPL-09-005)
摘    要:采用线性及非线性Granger因果检验的方法,对中国大陆股票市场和世界其他主要股票市场之间不同阶段的信息溢出现象进行了实证研究.通过比较Granger (1969)线性因果检验和 Hiemstra and Jones(1994)非线性因果检验, 发现中国大陆市场和世界其他主要股票市场之间存在非线性信息溢出效应;随着中国大陆市场改革的深入和全球经济一体化的发展,信息溢出的程度也在提升; 在建立风险预警机制时,需要充分考虑其他市场的信息.

关 键 词:股票市场  非线性  Granger因果检验  信息溢出  收益率/波动率溢出  
收稿时间:2011-04-08

Time-varying spillover between the mainland China stock market and the other global main stock markets base on the non-linear Granger causality test
ZHOU Pu , LI Zi-ran.Time-varying spillover between the mainland China stock market and the other global main stock markets base on the non-linear Granger causality test[J].Systems Engineering —Theory & Practice,2012,32(3):466-475.
Authors:ZHOU Pu  LI Zi-ran
Institution:Institute of Systems Science, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China
Abstract:This paper constitutes the first excersise to apply linear and non-linear Granger causality tests to investigate the time-varying spillover effect between the mainland China and other global stock markets. The analysis is conducted in a comparative way by using both the Granger(1969)’s Granger causality test and the Hiemstra and Jones(1994)’s nonlinear Granger causality test.The empirical results reveal that there exists nonlinear spillover between mainland China and other global main stock markets.With the deepening of globalization and development in China’s stock market,there is evidence of an increasing integration among domestic and international stock markets.Policy implication of this paper is that risk monitor system should attach great importance to the information flow from overseas stock markets.
Keywords:stock market  nonlinear  Granger causality test  Information spillover  return/volatility spillover
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