Dr. Helms:

What did you use as your random number generator. Many of the RNGs that are
based on the linear congruential method have certain patterns in their
sequences that give interesting outputs from RNG tests. These patterns are
not obvious, but result in unusually good performance (in comparison to
RNG's that are much closer to true randomness) in the Diehard Parking and 3D
Spheres tests and in some Monte Carlo simulations.

For your y = r*x1 + s*x2, there could also be some local or global
correlation structures that are not obvious that could be giving you your
results.

At least right now, Marsaglia's KISS RNG is a pretty good RNG. I am not
aware of any random number test it has failed.

David Heiser

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