  The method for computation of conditional probability density function for
the nonlinear Schr\"odinger equation with additive noise is developed. We
present in a constructive form the conditional probability density function in
the limit of a small noise and analytically derive it in a weakly nonlinear
case. The general theory results are illustrated using fibre-optic
communications as a particular, albeit practically very important, example.
