統計数学セミナー
Seminar on Probability and Statistics
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Seminar on Probability and Statistics
Tuesday June 21 2016
Tokyo 052
1:00-3:00 pm


New Classes and Methods in YUIMA package


Lorenzo Mercuri
University of Milan

Abstract

In this talk, we present three new classes recently introduced in YUIMA package. These classes allow the user to manage three different problems: • Construction of a multidimensional stochastic differential equation driven by a general multivariate Lévy process. In particular we show how to define and then simulate a SDE driven by a multivariate Variance Gamma process. • Definition and simulation of a functional of a general SDE. • Definition and simulation of the integral of an object from the class yuima.model. In particular, we are able to evaluate Riemann Stieltjes integrals, deterministic integrals with random integrand and stochastic integrals. Numerical examples are given in order to explain the new methods and classes.




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Seminar on Probability and Statistics