ARTICLE
TITLE

Modelling extreme risk of the financial index (J580) using the general Pareto distribution

SUMMARY

AbstractOrientation: In light of the global financial instabilities, investors and risk analysts need extreme risk management tools to help them accurately monitor and reduce market exposure in an investment portfolio.Research purpose: The main aim of the study was to apply extreme value theory results to quantify the extreme downside risk and upside risk of the South African Financial Index (J580).Motivation for the study: Financial markets have been characterised by significant instabilities caused by occurrence of extreme events. This means there is a need to develop proper risk management models that can accurately assess these extreme events.Research approach, design and method: The peak over threshold approach was used to obtain the excess returns over the threshold. The generalised Pareto distribution (GPD) was fitted to the excess returns over the threshold to estimate the parameters, which were used to quantify the downside and upside risk in the form of value at risk and expected shortfall.Main findings: The findings indicate that the upside risk of the Financial Index (J580) outweighs the downside risk.Practical/managerial implications: These findings would be important for hedging purposes, investment decision-making and help risk analysts to monitor the exposure of market risk and protect their investment portfolios accordingly.Contribution/value-add: This article will contribute to empirical evidence of the research into the behaviour of the extreme returns on the Johannesburg Stock Exchange. The GPD model formulated will be used to assess tail-related risk.

 Articles related

G. H. Muller,B. W. Steyn-Bruwer,W. D. Hamman    

AbstractIn 2006, Steyn-Bruwer and Hamman highlighted several deficiencies in previous research which investigated the prediction of corporate failure (or financial distress) of companies. In their research, Steyn-Bruwer and Hamman made use of the populat... see more


Viktor Bilous,Mykhailo Ternushchak,Dmytro Starodub    

The article studies the procedure of providing administrative services to taxpayers in fiscal service authorities of Ukraine through the prism of public administration reform. Problems of development of IT systems, development and introduction of new IT ... see more


Oleksandr Yankovyi,Lydmila Sotnychenko,Angelina Petrashevska    

Theoretical and applying aspects of using the principle of equal margin in microeconomics for the determination of the optimal capital-labour ratio within two-factor production functions with non-zero substitution are discussed. The use of the proposed a... see more


Valentina Zozulya,Olga Romanchenko,Andrey Zuykov,Inga Zozulya    

The research deals with conceptual and methodological problems of investment project management including the questions of innovation risks or in other words risks of innovations at different stages of the project but mainly in respect of pre-investment ... see more