对尼日利亚(2012-2021)部分饮料股票回报的波动性建模:一种garch模型方法

Tanimu Mohammed, Yahaya Haruna Umar, Samuel Olorunfemi Adams
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引用次数: 2

摘要

在尼日利亚证券交易所交易的两种饮料的股权回报的波动性是本研究的主题。ARCH效应测试表明,这两种饮料反驳了没有ARCH效应的说法。根据初步分析,这两种饮料都具有挥发性。根据模型选择标准,分别选择CGARCH和EGARCH作为Guinness Nigeria Plc回报和Nigeria Breweries回报的最佳波动模型。另一方面,EGARCH模型拒绝了Guinness Nigeria Plc的股权回报对类似规模的负面和正面冲击的反应相同的观点。这项研究的结果表明,政府应该在如何管理通货膨胀和外国直接投资方面保持谨慎,因为它们会影响不断上涨的股价。未来几年,金融稳定可能会成为央行宏观经济责任中更直接、更明确的一部分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MODELING THE VOLATILITY FOR SOME SELECTED BEVERAGES STOCK RETURNS IN NIGERIA (2012-2021): A GARCH MODEL APPROACH
The volatility of equity returns for two beverages traded on the Nigerian stock exchange is the subject of this study. The ARCH effect test demonstrated that the two beverages disprove the claim that there is no ARCH effect. According to the preliminary analysis, both beverages were volatile. CGARCH and EGARCH were chosen as the best volatility models for Guinness Nigeria Plc returns and Nigeria Breweries returns, respectively, based on model selection criteria. The EGARCH model, on the other hand, rejected the idea that Guinness Nigeria Plc’s equity returns respond equally to negative and positive shocks of similar magnitude. This study’s findings suggest that the government should be cautious about how it manages inflation and foreign direct investment because they affect the rising stock price. Financial stability will likely be a more direct and explicit part of the macroeconomic responsibilities of central banks in the coming years.
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