运用马尔可夫制度转换模型研究选定宏观经济变量对伊斯坦布尔证券交易所收益的影响

Q4 Economics, Econometrics and Finance Iranian Economic Review Pub Date : 2021-05-28 DOI:10.22059/IER.2021.81555
H. Heidari, Parinaz Dadashzadehrishekani
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引用次数: 0

摘要

本文研究了选定的宏观经济变量对伊斯坦布尔证券交易所(ISE)收益的影响。我们利用土耳其2000年4月1日至2017年12月1日的月度数据,探讨ISE收益率、原油价格、通胀率和汇率之间的关系。基于马尔可夫状态切换模型,我们发现ISE的收益分为两个状态。结果表明,股票收益滞后对股票市场本身具有正向影响;只有制度1中的第二个滞后是重要的。此外,研究结果表明,在制度0(低收益制度)下,原油价格的正影响和通货膨胀率的负影响是有意义的,而汇率仅在制度1(高收益制度)下是有意义的,这导致股市收益下降。从概率矩阵可以看出,系统在区域0稳定的概率大于区域1。总体而言,由于制度0稳定的可能性更大,这一发现对投资者和政策制定者更加关注原油价格和通货膨胀率具有重要意义。
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Investigating the Effects of Selected Macroeconomic Variables on Istanbul Stock Exchange Return by Applying Markov Regime Switching Model
This paper investigates the effects of selected macroeconomic variables on Istanbul Stock Exchange (ISE) Return. We explore the relationship among the ISE return, crude oil price, inflation rate and exchange rate via employing monthly data from 2000-04-01 until 2017-12-01 in Turkey. Based on the Markov Regime Switching model, we find that ISE return is divided into two regimes. The results indicate that stock return lags have a positive effect on the stock market itself; and only the second lag in regime 1 is significant. Moreover, the results show that the positive effects of crude oil price and negative effects of inflation rate in regime 0 (low-return regime) are meaningful, while exchange rate is meaningful just in regime 1 (high-return regime), which lead to reductions in stock market return. Furthermore, probability matrix indicates that the probability of stability in regime 0 is more than that of regime 1. Overall, the findings are important to investors and policymakers to pay more attention on crude oil price and inflation rate due to the probability of stability in regime 0 is more.
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来源期刊
Iranian Economic Review
Iranian Economic Review Economics, Econometrics and Finance-Economics, Econometrics and Finance (all)
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0.70
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0.00%
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