Driven by Fundamentals or Exploded by Sentiments: Testing for Speculative Bubbles in Emerging Stock Markets

Asra Shaikh, Muhammad Kashif, M. Rehman, S. Rehman
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Abstract

This study investigates the existence of speculative bubbles in diverse nine emerging markets, which may lead to terrible financial disasters. Therefore, a novel approach of Rtadf (Recursive, Right-tailed Augmented Dickey-Fuller) tests, monthly time-series data (January 2000–July 2021), and Monte-Carlo simulation under Gaussian assumptions is used. Our findings imply that massive growth in China, Indonesia, Malaysia, Pakistan, Taiwan, and Thailand is driven by credit or speculative bubbles rather than fundamentals whereas no bubbles are found in South Korea, India, and the Philippines - (as per Generalized Supreme ADF - GSADF test). Furthermore, in each stock market, these bubbles primarily exist prior to any local and global financial crisis.  These findings add to the existing knowledge of the relationship between bubbles and financial crises. Hence, this study suggests the GSADF test could detect an impending financial crisis in any economy, allowing authorities to control or maintain economic and financial stability.
基本面驱动还是情绪爆发:新兴股市投机泡沫的检验
本研究考察了九个不同新兴市场存在的投机泡沫,这些泡沫可能导致可怕的金融灾难。因此,使用Rtadf(递归,右尾增强Dickey-Fuller)检验,每月时间序列数据(2000年1月至2021年7月)和高斯假设下的蒙特卡罗模拟的新方法。我们的研究结果表明,中国、印度尼西亚、马来西亚、巴基斯坦、台湾和泰国的大规模增长是由信贷或投机泡沫而不是基本面驱动的,而韩国、印度和菲律宾没有发现泡沫(根据广义最高ADF - GSADF测试)。此外,在每个股市中,这些泡沫主要存在于任何地方和全球金融危机之前。这些发现增加了对泡沫和金融危机之间关系的现有知识。因此,本研究表明,GSADF测试可以在任何经济体中发现即将发生的金融危机,从而使当局能够控制或维持经济和金融稳定。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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