Article ID Journal Published Year Pages File Type
10524528 Journal of Multivariate Analysis 2005 26 Pages PDF
Abstract
Operator geometric stable laws are the weak limits of operator normed and centered geometric random sums of independent, identically distributed random vectors. They generalize operator stable laws and geometric stable laws. In this work we characterize operator geometric stable distributions, their divisibility and domains of attraction, and present their application to finance. Operator geometric stable laws are useful for modeling financial portfolios where the cumulative price change vectors are sums of a random number of small random shocks with heavy tails, and each component has a different tail index.
Related Topics
Physical Sciences and Engineering Mathematics Numerical Analysis
Authors
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