The application of Ornstein-Uhlenbeck Process model and ARCH/GARCH model in statistical arbitrage

التفاصيل البيبلوغرافية
العنوان: The application of Ornstein-Uhlenbeck Process model and ARCH/GARCH model in statistical arbitrage
المؤلفون: Wang, Jianbo, Fang, Jianyang
بيانات النشر: Lunds universitet/Nationalekonomiska institutionen
سنة النشر: 2017
المجموعة: Lund University Publications Student Papers (LUP-SP)
مصطلحات موضوعية: statistical arbitrage, Ornstein-Uhlenbeck model, GARCH model, Business and Economics
الوصف: Statistical arbitrage is widely used in the quantitative based trading strategies. In this paper, we mainly use Ornstein-Uhlenbeck (O-U) process model and the GARCH model to estimate the parameters and verify trading signals for the statistical arbitrage. In addition, a new model is created through the combination of O-U model and GARCH model. To estimate the models, HuangXia Bank and Industrial Bank are selected due to the highest correlation among the banks.
نوع الوثيقة: other/unknown material
وصف الملف: application/pdf
اللغة: English
العلاقة: http://lup.lub.lu.se/student-papers/record/8913459Test
الإتاحة: http://lup.lub.lu.se/student-papers/record/8913459Test
رقم الانضمام: edsbas.C8748B25
قاعدة البيانات: BASE