universal

coinflip.randtests.universal.maurers_universal(series, blocksize=None, init_nblocks=None)

Distance between patterns is compared to expected result

Unique permutations in an initial sequence are identified, and the distances of aforementioned permutations in a remaining sequence are accumulated. The normalised value for the accumulated distances is then compared to a hypothetically truly random RNG.

Parameters:

• sequence (array-like) – Output of the RNG being tested
• blocksize (int) – Size of the blocks that form a permutation
• init_nblocks (int) – Number of initial blocks to identify permutations

Returns:

TestResult – Dataclass that contains the test’s statistic and p-value