The paper is devoted to some probabilistic qualities of stochastic rolling processes that are important in the investigation of safety problems, especially capsizing. The authors examine such qualities as the distribution density, correlation function and ergodic qualities. An attempt to propose appropriate methods for probabilistic characteristics calculation is made.