This work is devoted to the questions of the statistics of stochastic processes. Particularly, the first chapter is devoted to a non-parametric estimation problem for an inhomogeneous Poisson process. The second chapter is dedicated to a problem of estimation of the solution of a Backward Stochastic Differential Equation (BSDE).