Deterministic simulation for risk management

Citation
A. Papageorgiou et S. Paskov, Deterministic simulation for risk management, J PORTFOLIO, 1999, pp. 122
Citations number
9
Categorie Soggetti
Economics
Journal title
JOURNAL OF PORTFOLIO MANAGEMENT
ISSN journal
00954918 → ACNP
Year of publication
1999
Database
ISI
SICI code
0095-4918(199905):<122:DSFRM>2.0.ZU;2-6
Abstract
Monte Carlo simulation is widely used in pricing and risk management of com plex financial instruments. Deterministic simulation methods (quasi-Monte C arlo methods) are superior to Monte Carlo in terms of accuracy and speed. T he authors show how deterministic simulation can be applied to calculate va lue at risk. They use in their tests a portfolio of equity and currency Eur opean call options and a portfolio of collateralized mortgage obligation tr anches. One of the deterministic methods consistently outperforms Monte Car lo simulation.