Nonlinear congruential methods for generating uniform pseudorandom num
bers show several attractive properties. The present paper deals with
a particularly simple compound approach, which is based on cubic permu
tation polynomials over finite fields. These pseudorandom number gener
ators allow a fast (and parallelized) implementation in single precisi
on. Statistical independence properties of the generated sequences are
studied. An upper bound for the discrepancy of tuples of successive p
seudorandom numbers is established, which rests on a classical result
of A. Weil on exponential sums. Finally, a ready-to-program example of
a compound cubic congruential generator is given.