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Covariance stability and the 2008 financial crisis: the impact in the portfolio of the 10 biggest companies in BM&FBOVESPA between 2004 e 2012

机译:协方差稳定性和2008年金融危机:2004年至2012年间BM&FBOVESPA中10大公司的投资组合的影响

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This study's purpose is to analyse the covariance between the ten biggest participants of the BM&FBovespa stock market to test the influence of the instability in the covariance between assets to the structure of a portfolio of investments of a portfolio composed by this assets. To acomplish that, we check the covariances between the daily returns of the 10 selected stocks before, during and after the 2008 financial crisis. The procedure of this research includes: (1) collection of returns of the selected stocks between 2004 and 2012; (2) the composition of the classical portfolio theory proposed by Markowitz(1952); and (3) the measurement of the effect of the unstable covariance between the 10 selected assets in the maintenance of the portfolio when controlling for return and risk preferences of a hipotetical investor. We find that asset correlations are impacted by the assets covariances that not stable in the whole time set for the study but are specialy sensitive in the financial crisis period. This means that both risk and return of the portfolio will change greatly if the weights are not recalculated from time to time. This suports the idea that portfolio theory might benefit from the development of stability weigthed techniques are developed.
机译:本研究的目的是分析BM&FBovespa股票市场的十个最大参与者之间的协方差,以测试资产之间协方差的不稳定性对由该资产组成的投资组合的投资组合结构的影响。为此,我们检查了10只选定股票在2008年金融危机之前,之中和之后的日收益之间的协方差。本研究的程序包括:(1)收集2004年至2012年之间选定股票的收益; (2)Markowitz(1952)提出的经典投资组合理论的组成; (3)在控制老牌投资者的收益和风险偏好时,衡量10种选定资产之间不稳定协方差对维持投资组合的影响的度量。我们发现资产相关性受到资产协方差的影响,资产协方差在整个研究时间内不稳定,但在金融危机时期特别敏感。这意味着,如果不时重新计算权重,则投资组合的风险和回报都将发生很大变化。这支持了投资组合理论可能会受益于稳定性加权技术的发展的思想。

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