Estimation of coefficient of a right continous left limited process with
discrete time observations. These processes are driven by Brownian motions
and point Poisson processes. They are used in mathematical finance.
Filtering of a right continous left limited process : application of stochastic
caculus of variation to the study of the filter density (existence, smoothness,
uniqness).
Study of stochastic differential equations driven by a fractional Brownian
motions. We used the approach developped by Decreusefond-Ustunel, and it
leads to Volterra equations with unbounded kernels.
Filtering theory for solutions of stochastic differential equations driven
by fractional Brownian motions.
Simulation of fractional Brownian motion by a recursive algorithm.
Integration with respect to fractional Brownian motion using limit of semimartingales.
Differential equations with respect to fractional Brownian motion using
rough paths in the multidimensional case and in Stratonovitch sense.
Semimartingales and rough path.
Volterra Bridge
Now
Study of the density of solution of differential equations with
respect to fractional Brownian motion.