Quantile estimation for the generalized pareto distribution with application to finance
Generalized Pareto distributions (GPD) are widely used for modeling excesses over high thresholds (within the framework of the POT-approach to modeling extremes). The aim of the paper is to give the review of the classical techniques for estimating GPD quantiles, and to apply these methods in fi...
Main Author: | Jocković Jelena |
---|---|
Format: | Article |
Language: | English |
Published: |
University of Belgrade
2012-01-01
|
Series: | Yugoslav Journal of Operations Research |
Subjects: | |
Online Access: | http://www.doiserbia.nb.rs/img/doi/0354-0243/2012/0354-02431200013J.pdf |
Similar Items
-
A New Parameter Estimator for the Generalized Pareto Distribution under the Peaks over Threshold Framework
by: Xu Zhao, et al.
Published: (2019-05-01) -
Reliability and Quantile Analysis of Pareto Distribution
by: M. Shuaib Khan, et al.
Published: (2009-01-01) -
On estimation of high quantiles for certain classes of distributions
by: Stanojević Jelena
Published: (2015-01-01) -
A distributed quantile estimation algorithm of heavy-tailed distribution with massive datasets
by: Xiaoyue Xie, et al.
Published: (2021-04-01) -
High quantile regression for extreme events
by: Mei Ling Huang, et al.
Published: (2017-05-01)