Abstract: Stochastic processes modelled by differential equations driven by rough paths (RDEs) are very general. They include diffusions but also non-Markovian processes such as the ones modelled by stochastic delay equations. First, I will discuss the basic ideas of the theory of rough paths, as developed by T. Lyons. Then, I will present the methodology for performing statistical inference for such models.
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