mir.stat.distribution.binomial

This module contains algorithms for the Binomial Distribution.

Members

BinomialAlgo enum BinomialAlgo: Algorithms used to calculate binomial distribution.

binomialLPMF T binomialLPMF(size_t k, size_t n, T p): Computes the binomial log probability mass function (LPMF)
fp_binomialPMF T fp_binomialPMF(size_t k, size_t n, T p): Computes the binomial probability mass function (PMF) directly with extended floating point types (e.g. Fp!128), which provides additional accuracy for large values of k, n, or p.

binomialCCDF template binomialCCDF(BinomialAlgo binomialAlgo = BinomialAlgo.direct, PoissonAlgo poissonAlgo = PoissonAlgo.gamma)
template binomialCCDF(string binomialAlgo, string poissonAlgo = "gamma"): Computes the binomial complementary cumulative distribution function (CCDF).
binomialCDF template binomialCDF(BinomialAlgo binomialAlgo = BinomialAlgo.direct, PoissonAlgo poissonAlgo = PoissonAlgo.gamma)
template binomialCDF(string binomialAlgo, string poissonAlgo = "gamma"): Computes the binomial cumulative distribution function (CDF).
binomialInvCDF template binomialInvCDF(BinomialAlgo binomialAlgo = BinomialAlgo.direct, PoissonAlgo poissonAlgo = PoissonAlgo.direct)
template binomialInvCDF(string binomialAlgo, string poissonAlgo = "direct"): Computes the binomial inverse cumulative distribution function (InvCDF).
binomialPMF template binomialPMF(BinomialAlgo binomialAlgo = BinomialAlgo.direct, PoissonAlgo poissonAlgo = PoissonAlgo.gamma)
template binomialPMF(string binomialAlgo, string poissonAlgo = "gamma"): Computes the binomial probability mass function (PMF).