FrechetES {Dowd} | R Documentation |
Frechet Expected Shortfall
Description
Estimates the ES of a portfolio assuming extreme losses are Frechet distributed, for specified confidence level and a given holding period.
Usage
FrechetES(mu, sigma, tail.index, n, cl, hp)
Arguments
mu |
Location parameter for daily L/P |
sigma |
Scale parameter for daily L/P |
tail.index |
Tail index |
n |
Block size from which maxima are drawn |
cl |
Confidence level |
hp |
Holding period |
Details
Note that the long-right-hand tail is fitted to losses, not profits.
Value
Estimated ES. If cl and hp are scalars, it returns scalar VaR. If cl is vector and hp is a scalar, or viceversa, returns vector of VaRs. If both cl and hp are vectors, returns a matrix of VaRs.
Author(s)
Dinesh Acharya
References
Dowd, K. Measuring Market Risk, Wiley, 2007.
Embrechts, P., Kluppelberg, C. and Mikosch, T., Modelling Extremal Events for Insurance and Finance. Springer, Berlin, 1997, p. 324.
Reiss, R. D. and Thomas, M. Statistical Analysis of Extreme Values from Insurance, Finance, Hydrology and Other Fields, Birkhaueser, Basel, 1997, 15-18.
Examples
# Computes ES assuming Frechet Distribution for given parameters
FrechetES(3.5, 2.3, 1.6, 10, .95, 30)