Abstract
The basic methods and properties of filtered historical simulations are highlighted and compared to alternatives in the academic literature. Measure changes through changes in the parameters of the stochastic process are contrasted to the more commonly used changes in the distribution of residual returns.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Audrino F., and G. Barone Adesi (2006), Average Conditional Correlations and Tree Structures for Multivariate GARCH Models, Journal of Forecasting, 25, pp. 579–600.
Barone Adesi G., K. Giannopoulos and L. Vosper (1999), VaR without Correlations for Portfolios of Derivative Securities, Journal of Futures Markets, August, pp. 583–602.
Barone Adesi G., K. Giannopoulos and L. Vosper (2002), Backtesting Derivative Portfolios with Filtered Historical Simulation (FHS), European Financial Management, March, pp. 31–58.
Barone Adesi G., R. Engle and L. Mancini (2008), A GARCH Option Pricing Model with Filtered Historical Simulation, Review of Financial Studies, 21, May, pp. 1223–1258.
Black, F., and M. Scholes (1973), The Valuation of Options and Corporate Liabilities, Journal of Political Economy, 81, pp. 637–654.
Bollerslev, T., R. Y. Chou, and K. F. Kroner, 1992, ARCH Modeling in Finance: Review of the Theory and Empirical Evidence, Journal of Econometrics, 52, pp. 5–59.
Boudoukh, J., M. Richardson, and R. Whitelaw (1998), The Best of Both Worlds, RISK, May, pp. 64–67.
Christoffersen, P., S. Heston, and K. Jacobs (2006), Option Valuation with Conditional Skewness, Journal of Econometrics, 131, pp. 253–284.
Efron, B. (1979), Bootstrap Methods: Another Look at the Jackknife, The Annals of Statistics, 7 (1), pp. 1–26.
Girsanov, I. V. (1960), On Transforming a Certain Class of Stochastic Processes by Absolutely Continuous Substitution of Measures, Theory of Probability and Its Applications, 5, pp. 285–301.
Guégan, D., C. Chorro, and F. Ielpo (2010), Option Pricing for GARCH-Type Models with Generalized Hyperbolic Innovations, Centre d’Economie de la Sorbonne, Working Paper No. 23.
Heston, S., and S. Nandi (2000), A Closed-Form GARCH Option Valuation Model, Review of Financial Studies, 13, pp. 585–625.
Hull, J. C. and A. White (1998), Incorporating Volatility Updating into the Historical Simulation Method for Value at Risk, Journal of Risk, 1 (1), pp. 5–19.
Editor information
Editors and Affiliations
Copyright information
© 2014 Giovanni Barone Adesi
About this chapter
Cite this chapter
Adesi, G.B. (2014). Introduction: Simulating Security Returns. In: Adesi, G.B. (eds) Simulating Security Returns: A Filtered Historical Simulation Approach. Palgrave Pivot, New York. https://doi.org/10.1057/9781137465559_1
Download citation
DOI: https://doi.org/10.1057/9781137465559_1
Publisher Name: Palgrave Pivot, New York
Print ISBN: 978-1-349-49957-1
Online ISBN: 978-1-137-46555-9
eBook Packages: Palgrave Economics & Finance CollectionEconomics and Finance (R0)