Application of the theory of random processes in statistical physics

Laws of physical world are probabilistic in their ground. They can be obtained by means of physical interpretation of relationships known in the probability theory. Following this direction, the author obtains the statistical sum for an equilibrium system and gives some variants of the extension to the non-equilibrium case.