RunCountRandomnessTest

Conduct a runs up–based randomness test on a sequence of random reals between 0 and 1

CUSUMMaxRandomnessTest

Conduct a cumulative sum-based randomness test that creates a test statistic from the maximum value that a cumulative sums random walk achieves

RunLengthRandomnessTest

Conduct a randomness test on a sequence of random reals between 0 and 1 using run lengths of increasing subsequences

SerialRandomnessTest

Conduct an empirically derived test that assesses randomness using the frequencies of serial combinations of 0s and 1s

SpectralRandomnessTest

Use a discrete cosine transform–based method to test the randomness of a sequence of random reals

BinaryRunRandomnessTest

Conduct a runs–based test on a sequence of zeros and ones

ArcsineLawRandomnessTest

Use the arcsine law to assess the randomness of a sequence of zeros and ones

ChiSquareRandomnessTest

Test a sequence of zeroes and ones (or a set of random reals between 0 and 1) for equidistribution and return a p-value