  We offer a new Monte-Carlo method for solving of linear integral equation
which gives the unbiased estimation for solution of Volterra's and Fredholm's
type, and consider the problem of confidence region building.
  We study especially the case of the so-called equations with weak singularity
in the kernel of Abelian type.
