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Computer-aided modeling and simulation of electrical circuits with α-stable noise

Aleksander Weron — 1995

Applicationes Mathematicae

The aim of this paper is to demonstrate how the appropriate numerical, statistical and computer techniques can be successfully applied to the construction of approximate solutions of stochastic differential equations modeling some engineering systems subject to large disturbances. In particular, the evolution in time of densities of stochastic processes solving such problems is discussed.

Asymptotic behaviour of stochastic systems with conditionally exponential decay property

Agnieszka JurlewiczAleksander WeronKarina Weron — 1996

Applicationes Mathematicae

A new class of CED systems, providing insight into behaviour of physical disordered materials, is introduced. It includes systems in which the conditionally exponential decay property can be attached to each entity. A limit theorem for the normalized minimum of a CED system is proved. Employing different stable schemes the universal characteristics of the behaviour of such systems are derived.

Approximation of stochastic differential equations driven by α-stable Lévy motion

Aleksander JanickiZbigniew MichnaAleksander Weron — 1997

Applicationes Mathematicae

In this paper we present a result on convergence of approximate solutions of stochastic differential equations involving integrals with respect to α-stable Lévy motion. We prove an appropriate weak limit theorem, which does not follow from known results on stability properties of stochastic differential equations driven by semimartingales. It assures convergence in law in the Skorokhod topology of sequences of approximate solutions and justifies discrete time schemes applied in computer simulations....

What is the best approximation of ruin probability in infinite time?

Krzysztof BurneckiPaweł MiśtaAleksander Weron — 2005

Applicationes Mathematicae

We compare 12 different approximations of ruin probability in infinite time studying typical light- and heavy-tailed claim size distributions, namely exponential, mixture of exponentials, gamma, lognormal, Weibull, loggamma, Pareto and Burr. We show that approximation based on the Pollaczek-Khinchin formula gives most accurate results, in fact it can be chosen as a reference method. We also introduce a promising modification to the De Vylder approximation.

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