On classification of measurable functions of several variables

We define a normal form (called the canonical image) of an arbitrary measurable function of several variables with respect to a natural group of transformations, describe a new complete system of its invariants (the system of joint distributions), and relate these notions to matrix distributions, i.e., another invariant of measurable functions, which was found earlier and is a random matrix.