We consider a continuous probabilty distribution function $f$ defined by the representation of numbers in the Ostrogradsky and Sylvester series as well as the random variable $X$ with a given distribution. Structural and differential properties of the random variable $Y = f(X)$ are examined. In the case of a singularity of distribution of $Y$, its fractal properties are studied.