非洲股市波动溢出分析:来自尼日利亚、加纳和南非的证据

P. Ali
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引用次数: 0

摘要

本文的目的是利用尼日利亚、加纳和南非2000年1月至2017年12月的月度数据,分析撒哈拉以南市场股票市场回报波动的溢出效应。描述性统计的初步分析表明,所有股票市场的月平均收益率均为正。偏度系数显示,所有撒哈拉以南非洲股票市场的股票收益和利率分布都呈负偏态,但尼日利亚和南非的通货膨胀率呈正偏态,加纳的通货膨胀率持平。超额峰度对所有股票市场和宏观经济指标都是正的,并且Jarque-Bera统计表明股票市场系列和宏观经济指标不是正态分布。单位根检验结果表明,所有股票市场和宏观经济指标都是第一差分平稳性的。多元BEKK-GARCH(1,1)模型结果显示,撒哈拉以南非洲股市存在波动溢出效应。因此,我们除其他外建议,股票市场当局应制定和执行政策,减轻股票回报波动对散户投资者财富的任何负面影响,以维持投资者对非洲股票市场的信心。这将消除投资者对市场信心的不稳定影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Volatility Spillover in African Stock Markets: Evidence from Nigeria, Ghana, and South Africa
The purpose of this paper was to analyze stock market return volatility spillover between in Sub-Sahara markets using Nigeria, Ghana and South Africa monthly data from January 2000 to December 2017. Preliminary analyses from descriptive statistics show that show mean monthly returns are positive for all the stock markets. Skewness coefficients show that the stock returns and interest rates distribution of all Sub-Sahara Africa stock markets are negatively skewed but inflation rate is positively skewed for Nigeria and South Africa, and flat for Ghana. Excess kurtoses are positive for all the stock markets and macroeconomic indicators, and Jarque-Bera statistics indicate the stock markets’ series and macroeconomic indicators are not normally distributed. The Unit roots tests results indicate that all the stock markets and macroeconomic indicators are first difference stationary. The results of multivariate BEKK-GARCH (1,1) model show evidence of volatility spillover in Sub-Sahara Africa stock markets. We therefore recommend amongst others that stock market authorities should formulate and implement policies that would mitigate any negative effect of stock return volatility on the wealth of retail investors so as to sustain investors’ confidence in the African stock markets. This will eliminate the destabilising impact on the investors’ confidence on the markets.
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