撒哈拉以南非洲股票市场波动性持续性存在分析

P. Ali
{"title":"撒哈拉以南非洲股票市场波动性持续性存在分析","authors":"P. Ali","doi":"10.26905/AFR.V2I1.3263","DOIUrl":null,"url":null,"abstract":"The aim of this paper was to analyse volatility persistence in Sub-Sahara stock markets. The study concentrated on selected markets including Ghana, Nigeria and South Africa by analysing univariate GARCH (1,1) model using monthly data from January 2000 to December 2017. Estimates from descriptive statistics show that the mean monthly returns are positive for the Sub-Sahara stock markets, but the South Africa stock market generates more returns than Nigeria and Ghana within the study period. Skewness coefficients show that the stock returns distributions of the Sub-Sahara Africa stock markets are negatively skewed. Excess kurtosis is positive for all the stock markets returns. The Jarque-Bera statistics indicate the stock markets’ series are not normally distributed. Unit roots tests results indicate that the Sub-Sahara Africa stock markets series are integrated of order one. The results of the GARCH (1,1) model provide evidence to show that the Sub-Sahara Africa stock markets exhibit volatility clustering and persistence. The study therefore concludes that there is volatility persistence in Sub-Sahara Africa Stock Markets. The study therefore recommends that Sub-Sahara Africa portfolio managers watch movements in stock market volatility as part of their portfolio management strategy and formulate cushion policies to mitigate effects of volatility shocks. DOI: https://doi.org/10.26905/afr.v2i1.3263","PeriodicalId":33772,"journal":{"name":"AFRE Accounting and Financial Review","volume":"73 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2019-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Analysing Existence of Volatility Persistence in Sub-Sahara Africa Stock Markets\",\"authors\":\"P. Ali\",\"doi\":\"10.26905/AFR.V2I1.3263\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The aim of this paper was to analyse volatility persistence in Sub-Sahara stock markets. The study concentrated on selected markets including Ghana, Nigeria and South Africa by analysing univariate GARCH (1,1) model using monthly data from January 2000 to December 2017. Estimates from descriptive statistics show that the mean monthly returns are positive for the Sub-Sahara stock markets, but the South Africa stock market generates more returns than Nigeria and Ghana within the study period. Skewness coefficients show that the stock returns distributions of the Sub-Sahara Africa stock markets are negatively skewed. Excess kurtosis is positive for all the stock markets returns. The Jarque-Bera statistics indicate the stock markets’ series are not normally distributed. Unit roots tests results indicate that the Sub-Sahara Africa stock markets series are integrated of order one. The results of the GARCH (1,1) model provide evidence to show that the Sub-Sahara Africa stock markets exhibit volatility clustering and persistence. The study therefore concludes that there is volatility persistence in Sub-Sahara Africa Stock Markets. The study therefore recommends that Sub-Sahara Africa portfolio managers watch movements in stock market volatility as part of their portfolio management strategy and formulate cushion policies to mitigate effects of volatility shocks. DOI: https://doi.org/10.26905/afr.v2i1.3263\",\"PeriodicalId\":33772,\"journal\":{\"name\":\"AFRE Accounting and Financial Review\",\"volume\":\"73 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-08-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"AFRE Accounting and Financial Review\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.26905/AFR.V2I1.3263\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"AFRE Accounting and Financial Review","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.26905/AFR.V2I1.3263","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

本文的目的是分析波动性持续在撒哈拉以南的股票市场。该研究利用2000年1月至2017年12月的月度数据,通过分析单变量GARCH(1,1)模型,重点研究了加纳、尼日利亚和南非等选定市场。描述性统计的估计表明,撒哈拉以南股票市场的平均月回报为正,但在研究期间,南非股票市场产生的回报高于尼日利亚和加纳。偏度系数表明,撒哈拉以南非洲股票市场的股票收益分布呈负偏态。超额峰度对所有股票市场收益都是正的。Jarque-Bera统计表明股票市场的序列不是正态分布。单位根检验结果表明,撒哈拉以南非洲股票市场序列是一阶整合的。GARCH(1,1)模型的结果表明,撒哈拉以南非洲股票市场表现出波动聚类和持续性。因此,该研究得出结论,撒哈拉以南非洲股票市场存在波动性持续性。因此,该研究建议撒哈拉以南非洲的投资组合经理将关注股市波动作为其投资组合管理战略的一部分,并制定缓冲政策以减轻波动冲击的影响。DOI: https://doi.org/10.26905/afr.v2i1.3263
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysing Existence of Volatility Persistence in Sub-Sahara Africa Stock Markets
The aim of this paper was to analyse volatility persistence in Sub-Sahara stock markets. The study concentrated on selected markets including Ghana, Nigeria and South Africa by analysing univariate GARCH (1,1) model using monthly data from January 2000 to December 2017. Estimates from descriptive statistics show that the mean monthly returns are positive for the Sub-Sahara stock markets, but the South Africa stock market generates more returns than Nigeria and Ghana within the study period. Skewness coefficients show that the stock returns distributions of the Sub-Sahara Africa stock markets are negatively skewed. Excess kurtosis is positive for all the stock markets returns. The Jarque-Bera statistics indicate the stock markets’ series are not normally distributed. Unit roots tests results indicate that the Sub-Sahara Africa stock markets series are integrated of order one. The results of the GARCH (1,1) model provide evidence to show that the Sub-Sahara Africa stock markets exhibit volatility clustering and persistence. The study therefore concludes that there is volatility persistence in Sub-Sahara Africa Stock Markets. The study therefore recommends that Sub-Sahara Africa portfolio managers watch movements in stock market volatility as part of their portfolio management strategy and formulate cushion policies to mitigate effects of volatility shocks. DOI: https://doi.org/10.26905/afr.v2i1.3263
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
11
审稿时长
24 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信