Monte Carlo methods (statistical modeling methods) are widely used in many applications. The book is devoted to the construction of practically effective weight and vector estimates - by collisions and by absorbances - for solving multidimensional integral equations of the second kind. One of the chapters contains a relatively little covered in publications theory of the method of splitting trajectories. The most important applications are given. Special additional material is devoted to modeling random variables and vectors.