A hypothesis of local volumes which underlines a statistical model of the scale effect is formulated proceeding from the supposition that a failure of microvolumes of the stressed body is stochastically dependent. In the case of uniform and nonuniform stressed state expressions for distribution functions of the fatique limits where a value of the local functions volume is one of the parameters are obtained. A size of the local volume is estimated according to the experimental data.