Quantum Monte Carlo simulations for financial risk analytics: scenario generation for equity, rate, and credit risk factors

Monte Carlo (MC) simulations are widely used in financial risk management, from estimating value-at-risk (VaR) to pricing over-the-counter derivatives. However, they come at a significant computational cost due to the number of scenarios required for convergence. If a probability distribution is ava...

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Bibliographic Details
Main Authors: Titos Matsakos, Stuart Nield
Format: Article
Language:English
Published: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2024-04-01
Series:Quantum
Online Access:https://quantum-journal.org/papers/q-2024-04-04-1306/pdf/