Munich Personal RePEc Archive

Homogeneity tests for Levy processes and applications

Ciuiu, Daniel (2011): Homogeneity tests for Levy processes and applications. Published in: Romanian Journal of Mathematics and Computer Science , Vol. 1, (December 2011): pp. 37-50.

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Abstract

In this paper we will check the homogeneity/heterogeneity of Levy processes using some non-parametric homogeneity tests. First we create two samples from two Levy processes starting from the definition of the Levy process, and next we test if the two samples have the same distribution. Using the Levy—Ito decomposition we will perform the homogeneity tests for given parts of the Levi processes. The study of the homogeneity of stock markets shocks is usefull because the eventualy homogeneity can produce a phenomenon analogue to the resonance that can be observed in mechanics. This resonance increase the idiosyncratic risk.

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