علوم آماری, دوره (19), شماره (2), سال (2025-4)

عنوان : ( Estimation of Conditional Expected Shortfall Based on Copula Function and ARMA-GARCH Time Series Models with Generalized Error Distribution )

نویسندگان: محمد امینی , فاطمه علیزاده , غلامرضا محتشمی برزادران , سید هاشم طبسی ,
فایل: Full Text

استناددهی: BibTeX | EndNote

چکیده

In this paper, essential methods for examining systemic risk, namely Conditional Value at Risk and Conditional Expected Shortfall, were studied based on Archimedean Copula functions BB1, BB6, BB7, and BB8 and ARMAGARCH time series models with Generalized Error Distribution. Finally, this criterion was calculated for Bank Mellat if Bank Tejarat is in a critical situation. Finally, this criterion was calculated for Bank Mellat, assuming Bank Tejarat is in a crucial situation. To examine the dependence structure between these two returns and to predict Bank Mellat’s future volatility, different Copula functions were used, and GARCH and ARMA-GARCH time series models were employed. The results indicated that the copula BB8 and the time series AR(1) − GARCH(1, 1) provide the best modeling.

کلمات کلیدی

, Systemic risk, Conditional Value at Risk, Conditional-ES, Copula Function.
برای دانلود از شناسه و رمز عبور پرتال پویا استفاده کنید.

@article{paperid:1105685,
author = {امینی, محمد and علیزاده, فاطمه and محتشمی برزادران, غلامرضا and سید هاشم طبسی},
title = {Estimation of Conditional Expected Shortfall Based on Copula Function and ARMA-GARCH Time Series Models with Generalized Error Distribution},
journal = {علوم آماری},
year = {2025},
volume = {19},
number = {2},
month = {April},
issn = {1735-8183},
keywords = {Systemic risk; Conditional Value at Risk; Conditional-ES; Copula Function.},
}

[Download]

%0 Journal Article
%T Estimation of Conditional Expected Shortfall Based on Copula Function and ARMA-GARCH Time Series Models with Generalized Error Distribution
%A امینی, محمد
%A علیزاده, فاطمه
%A محتشمی برزادران, غلامرضا
%A سید هاشم طبسی
%J علوم آماری
%@ 1735-8183
%D 2025

[Download]