The Clustering Analysis of Multivariable Panel Data and Its Application

Abstract

It is well known that finance data tend to heavy-tailed.In this paper,on a basis of an exponential regression model for log-spacings we propose an extreme quantile estimator of heavy-tailed distribution and attain an estimation of value-at-risk.As an empirical example we consider a value-at-risk calculations for China stock index.