نویسندگان
دانشگاه تهران
چکیده
کلیدواژهها
عنوان مقاله [English]
نویسندگان [English]
One of the main subjects of financial management is risk management. Risk management involves recognizing, measuring and monitoring risk. So measuring risk is very important part of the risk management. One of the most recognized and applied way of measuring risk, is evaluating value at risk that is the main subject of this research.
In this research, we forecast volatility of TEPIX index and TSE-50 index, using the hybrid model of support vector machine based and the GARCH, then we calculate Value at Risk by Variance-Covariance approach and finally we compare its result with the traditional models including: Risk Metrics, GARCH and EGARCH by LOPEZ’s back testing and back testing based of expected shortfall.
The result of this research has shown that the hybrid model significantly outperform the competing models.
کلیدواژهها [English]
رادپور و عبده تبریزی، م. ح. (پاییز1388). اندازه گیری و مدیریت ریسک بازار (نسخه چاپ اول). تهران، ایران: انتشارات آگاه و انتشارات پیشبرد.
راعی و سعیدی، ر.س. (1383). مبانی مهندسی مالی و مدیریت ریسک. تهران : دانشکده مدیریت دانشگاه تهران و سازمان مطالعه و تدوین کتب علوم انسانی دانشگاهها (سمت).