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Nigeria stock market volatility in comparison with some countries: Application of asymmetric GARCH models

机译:与一些国家相比,尼日利亚股市波动:不对称GaRCH模型的应用

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摘要

This study estimated Asymmetric generalized autoregressive conditional heteroscadasticity models with endogenous break dummy on two innovation assumptions using daily all share index of Nigeria, Kenya, United States, Germany, South Africa and China spanning from February 14, 2000 to February 14, 2013. The best fitted models are compared in terms of conditional volatility reaction to market shocks and volatility persistence alongside the asymmetric properties. The results reveal that volatility of Nigeria and Kenya stock returns react to market shock faster than as other countries do. The results also suggest the absence of leverage effect in Nigeria and Kenya stock returns, but confirm its existence in others. In conclusion, the paper suggested that less developed stock markets should improve on market infrastructure, quality of instrument traded on the floor and regulatory practices as such efforts could moderate its fast response to market fluctuations.
机译:这项研究使用了2000年2月14日至2013年2月14日期间的尼日利亚,肯尼亚,美国,德国,南非和中国的每日总股本指数,基于两个创新假设,估计了具有内源断裂假象的不对称广义自回归条件异随机性模型。在条件波动率对市场冲击的反应和波动率持续性以及不对称特性方面对拟合模型进行了比较。结果表明,尼日利亚和肯尼亚股票收益的波动对市场冲击的反应速度比其他国家要快。结果还表明,尼日利亚和肯尼亚股票收益率没有杠杆效应,但在其他国家也证实了杠杆效应的存在。总之,本文建议欠发达的股票市场应改善市场基础设施,现场交易的工具的质量以及监管措施,因为这些努力可能会缓解其对市场波动的快速反应。

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