The probability generating function is
For independent random variables, the bounded factors and have factorizing expectation, so
This includes complex in the indicated disk by absolute convergence.
For the dice construction, encode the labels of an ordinary die by . Its probability generating function is . A useful factorization into polynomial factors is
Use redistribution of polynomial factors for dice to define
Both polynomials have nonnegative integer coefficients, no constant term, and coefficient sum six. They therefore describe fair six-sided dice with strictly positive face labels
When these dice are thrown with independent outcomes, the sum has probability generating function . Equality of coefficients proves equality of every sum probability, including all totals from two to twelve, with zero probability outside that range. Both dice are nonstandard, completing the construction.