期刊文献+

SV模型下中国股票型开放式基金杠杆效应分析 被引量:1

Analysis of Leverage Effect of China's Equity Mutual Funds in SV Models
下载PDF
导出
摘要 针对中国股票型开放式基金收益波动中是否存在杠杆效应的问题,在对该类基金整体及所选取的三支具有代表性的单个基金分析的基础上,运用一个带杠杆效应的SV模型对其收益的波动性建模,并利用MCMC方法对模型进行参数估计。结果显示:不同于一般对股票市场的研究结论,无论股票型开放式基金整体还是单个基金,其收益率序列的波动中均不存在显著的杠杆效应。 For the issue whether the leverage effect of return’s volatility of China’s equity mutual funds is existence,based on the analysis of funds as a whole and the selected three representative single fund,this paper uses a SV model with leverage effect to model volatility of above funds’return series,and adopts Markov chain Monte Carlo(MCMC)method to estimate model’s parameters.It shows that unlike the general conclusion of the study on the stock markets,whether it is the whole of equity mutual funds or a single fund,the volatility of return series don’t exist in a significant leverage effect.
出处 《统计与信息论坛》 CSSCI 2010年第8期64-69,共6页 Journal of Statistics and Information
基金 上海市教育委员会科研(创新)项目<金融异象与市场演化:基于主体的股票市场模拟及实证>(09ZS69)
关键词 SV模型 股票型开放式基金 杠杆效应 马尔科夫链蒙特卡洛(MCMC) GIBBS抽样 stochastic volatility models equity mutual funds leverage effect Markov chain Monte Carlo(MCMC) Gibbs sampler
  • 相关文献

参考文献15

  • 1Black F.Studies of stock market volatility changes[C].Proceedings of American Statistical Association,Business and Economic Statistics Section,1976:177-181. 被引量:1
  • 2Christie A.The stochastic behavior of common stock variances:value,leverage and interest rate effects[J].Journal of Financial Economics,1982,10(4):407-432. 被引量:1
  • 3Nelson D.Conditional heteroskedasticity in asset returns:a new approach.Econometrica[J].Journal of the Econometric Society,1991,59(2):347-370. 被引量:1
  • 4Zakoian J.Threshold heteroskedastic models[J].Journal of Economic Dynamics and Control,1994,18(5):931-955. 被引量:1
  • 5Harvey A,Shephard N.Estimation of an asymmetric stochastic volatility model for asset returns[J].Journal of Business & Economic Statistics,1996,14(4):429-434. 被引量:1
  • 6Meyer R,Yu J.BUGS for a Bayesian analysis of stochastic volatility models[J].Econometrics Journal,2000(3):198-215. 被引量:1
  • 7Jacquier E,Polson N,Rossi P.Bayesian analysis of stochastic volatility models with fat-tails and correlated errors[J].Journal of Econometrics,2004,122(1):185-212. 被引量:1
  • 8Yu J.On leverage in a stochastic volatility model[J].Journal of Econometrics,2005,127(2):165-178. 被引量:1
  • 9孟利锋,张世英.具有杠杆效应的非线性SV模型及其应用[J].系统管理学报,2009,18(1):14-20. 被引量:8
  • 10Kim S,Shephard N,Chib S.Stochastic volatility:likelihood inference and comparison with ARCH models[J].Review of Economic studies,1998,65(3):361-393. 被引量:1

二级参考文献13

共引文献9

同被引文献10

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部