市场情绪与股票市场波动:来自德黑兰证券交易所的证据

IF 0.8 Q4 MANAGEMENT
M. Tohidi
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引用次数: 0

摘要

本研究旨在评估市场情绪与德黑兰证券交易所价格指数(TEPIX)波动性之间关系的重要性和严重性。我们利用主成分分析(PCA),使用一组代理提供了一个复合情绪指数。此外,ARIMA-E-GARCH混合模型被应用于TEPIX和其他控制变量的波动性建模。随后,使用GLS回归来衡量市场情绪和控制变量变化对TEPIX波动性的影响。研究结果表明,乐观情绪和悲观情绪对TEPIX波动性的影响具有统计学意义,分别为负面和正面。然而,这些消极和积极影响的严重程度是轻微的。此外,我们发现,与乐观和悲观情绪等其他变量相比,股票交易所的波动性在很大程度上受到通货膨胀和流动性波动的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Market Sentiment and Volatility of Stock Market: Evidences from the Tehran Stock Exchange
This study aims to evaluate the significance and severity of the relationship between market sentiment and the volatility of the Tehran Stock Exchange price index (TEPIX). We draw on the principal component analysis (PCA) to provide a composite sentiment index using a set of proxies. In addition, ARIMA-E-GARCH hybrid models are applied to model the volatility of the TEPIX and other control variables. Subsequently, GLS regression is used to measure the impact of market sentiment and the control variables variation on the volatility of the TEPIX. The findings showed that the influences of optimistic and pessimistic sentiment on the volatility of TEPIX are both statistically significant and respectively, negative and positive. However, the severity of these negative and positive effects is slight. Furthermore, we found that the stock exchange volatility is highly affected by the volatility of inflation and the liquidity much more than the other variables such as optimistic and pessimistic sentiment.
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