Алгебры вероятностных распределений на конечных множествах

We consider problems of algebraic transformations for finite random variables from the point of view of generating random variables with specific distributions using a given set of operations and some initially given random variables. We prove some results on the possibility and impossibility of realizing specifically distributed random variables in various algebraic systems (Boolean function systems, finite rings, finite chains).