5. Estimation of EDS parameters
Here we provide a few additional notions on diffusion processes, which are of interest in many situations and in particular for the non-parametric estimation of drift and diffusion functions.
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5.1.1 Direct and retrograde Kolmogorov equations
The direct and retrograde Kolmogorov equations describe the evolution of the law of a diffusion process X over time. This evolution is governed by a differential equation. Usually
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Estimation of EDS parameters
Bibliography
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(1) - APPLEBAUM (D.) -
Lévy processes and stochastic calculus
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Cambridge University Press (2009).
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(2) - BILLINGSLEY (P.) -
Convergence of probability measures
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Wiley (1968).
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