MODELLING THE LEVERAGE EFFECT AND VOLATILITY PERSISTENCE IN THE EAST AFRICAN SECURITIES EXCHANGES DURING GLOBAL SHOCKS

Herman Angwenyi Kengere
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Abstract

The study examines volatility dynamics during the 2007/09 global financial crisis in three main East African Exchanges; Nairobi Securities Exchange, Kenya, Uganda Securities Exchange, Uganda and Dar-es-Salaam Stock Exchange, Tanzania. A modified Asymmetric Generalized Autoregressive Conditional Heteroscedastic (E-GARCH 4,1) model was used to test leverage effects and volatility persistence in the markets and the USA as the ground zero market. The data consisted of daily closing indices covering 2006-2010. The period was divided into three phases before the crisis, during and after the crisis. The study found that the leverage effect was eminent in the Ugandan and Tanzania markets. The effect is more prevalent in the Ugandan market in all three phases of the crisis, and the pre-crisis phase for the Tanzania market but absent in the Kenyan market in all the phases. Explosive volatility was observed in the Kenyan and Ugandan markets meaning that volatility takes a longer period to decay off in these markets.JEL: E44; G10; G18
全球冲击下东非证券交易所杠杆效应与波动持续性建模
该研究考察了2007/09年全球金融危机期间三个主要东非交易所的波动动态;内罗毕证券交易所,肯尼亚,乌干达证券交易所和达累斯萨拉姆证券交易所,坦桑尼亚。本文采用改进的非对称广义自回归条件异方差(E-GARCH 4,1)模型来检验市场杠杆效应和波动性持久性,并将美国作为零点市场。数据包括2006-2010年的每日收盘指数。这一时期分为危机前、危机中和危机后三个阶段。研究发现,杠杆效应在乌干达和坦桑尼亚市场表现突出。在危机的所有三个阶段,这种影响在乌干达市场更为普遍,在坦桑尼亚市场的危机前阶段,但在肯尼亚市场的所有阶段都没有这种影响。在肯尼亚和乌干达市场观察到爆炸性波动,这意味着这些市场的波动性需要更长的时间才能消退。凝胶:E44;十国集团;G18
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