欧亚经济联盟成员国汇率的非对称 Garch 型和半衰期波动模型

E. Demireli, Mert Ural, Uzeyir Aydin
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摘要

金融资产价格的变化被称为波动率,通常用标准差来衡量。实证研究表明,许多金融资产的收益率都会出现肥尾(leptokurtosis),而且往往具有波动集群和不对称的特点。本研究旨在确定 2015 年 1 月 1 日构成欧亚经济联盟的白俄罗斯、亚美尼亚、哈萨克斯坦、吉尔吉斯斯坦和俄罗斯的汇率的非对称 GARCH 型模型,以及确定冲击后回归均值的时间。使用 EGARCH 方法分析了 2018 年 12 月 31 日至 2023 年 6 月 30 日期间有关国家汇率每日收盘价的收益序列,并计算了回归均值的时间。
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ASYMMETRIC GARCH-TYPE AND HALF-LIFE VOLATILITY MODELLING IN EXCHANGE RATES OF EURASIAN ECONOMIC UNION MEMBERS
The variability in the price of a financial asset is called volatility and is often measured with a standard deviation. Empirical studies have shown that many financial asset returns exhibit fat tails (leptokurtosis) and are often characterized by volatility clustering and asymmetry. The aim of this study is to determine the asymmetric GARCH-type modeling of the exchange rates of Belarus, Armenia, Kazakhstan, Kyrgyzstan, and Russia, which constitute the Eurasian Economic Union as of January 1, 2015, as well as to determine the return time to the mean after the shocks. The return series obtained over the daily closing prices of the exchange rates of the countries in question between December 31, 2018 and June 30, 2023 were analyzed using the EGARCH method and the return to mean were calculated.
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