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

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

ArcsineLawRandomnessTest

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

ChiSquareRandomnessTest

Tests a sequence of 0s and 1s or a set of random reals between 0 and 1 for equidistribution and returns a p-value