Modelling Uncertain Volatility Using Quantum Stochastic Calculus: Unitary vs Non-Unitary Time Evolution

التفاصيل البيبلوغرافية
العنوان: Modelling Uncertain Volatility Using Quantum Stochastic Calculus: Unitary vs Non-Unitary Time Evolution
المؤلفون: Hicks, Will
سنة النشر: 2024
المجموعة: Quantitative Finance
مصطلحات موضوعية: Quantitative Finance - Mathematical Finance, 81S25, 91G20
الوصف: In this article we look at stochastic processes with uncertain parameters, and consider different ways in which information is obtained when carrying out observations. For example we focus on the case of a the random evolution of a traded financial asset price with uncertain volatility. The quantum approach presented, allows us to encode different volatility levels in a state acting on a Hilbert space. We consider different means of defining projective measurements in order to track the evolution of a traded market price, and discuss the results of different Monte-Carlo simulations.
Comment: 18 pages, 7 figures
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2407.04520
رقم الأكسشن: edsarx.2407.04520
قاعدة البيانات: arXiv