Elementary discrete (lattice) distributions#
- Boost: Bernoulli distribution
Ctx.bernoulli_pmf()Ctx.bernoulli_cdf()Ctx.bernoulli_qtf()CtxBoost.dist_bernoulli()dist_bernoulli.pmf()dist_bernoulli.cdf()dist_bernoulli.qtf()dist_bernoulli.sf()dist_bernoulli.isf()dist_bernoulli.hf()dist_bernoulli.chf()dist_bernoulli.mode()dist_bernoulli.median()dist_bernoulli.mean()dist_bernoulli.variance()dist_bernoulli.stdev()dist_bernoulli.skewness()dist_bernoulli.kurtosis()dist_bernoulli.kurtosis_excess()dist_bernoulli.support_lower_endpoint()dist_bernoulli.support_upper_endpoint()dist_bernoulli.range_lower_endpoint()dist_bernoulli.range_upper_endpoint()
- Boost: Geometric distribution
- Boost: Poisson distribution
Ctx.poisson_pmf()Ctx.poisson_cdf()Ctx.poisson_qtf()ctx.dist_poissondist_poisson.pmf()dist_poisson.cdf()dist_poisson.sf()dist_poisson.qtf()dist_poisson.isf()dist_poisson.g_x()dist_poisson.c_x()dist_poisson.m_x()dist_poisson.k_x()dist_poisson.moments()dist_poisson.cumulants()ctx.poisson_ecf()ctx.poisson_ecf_inv()ctx.poisson_spa()ctx.poisson_spa_inv()
- Boost: Binomial distribution
Ctx.binomial_pmf()Ctx.binomial_cdf()Ctx.binomial_qtf()ctx.dist_binomialdist_binomial.pmf()dist_binomial.cdf()dist_binomial.sf()dist_binomial.qtf()dist_binomial.isf()dist_binomial.g_x()dist_binomial.c_x()dist_binomial.m_x()dist_binomial.k_x()dist_binomial.moments()dist_binomial.cumulants()ctx.hypergeo_ft()ctx.binomial_ft()ctx.binomial_ecf()ctx.binomial_ecf_inv()ctx.binomial_spa()ctx.binomial_spa_inv()
- Boost: Negative binomial distribution
Ctx.negbinomial_pmf()Ctx.negbinomial_cdf()Ctx.negbinomial_qtf()ctx.dist_negbinomdist_negbinom.pmf()dist_negbinom.cdf()dist_negbinom.sf()dist_negbinom.qtf()dist_negbinom.isf()dist_negbinom.g_x()dist_negbinom.c_x()dist_negbinom.m_x()dist_negbinom.k_x()dist_negbinom.moments()dist_negbinom.cumulants()ctx.negbinom_ecf()ctx.negbinom_ecf_inv()ctx.negbinom_spa()ctx.negbinom_spa_inv()
- Boost: Classical hypergeometric distribution
Ctx.hypergeometric_pmf()Ctx.hypergeometric_cdf()Ctx.hypergeometric_qtf()ctx.dist_hypergeometricdist_hypergeometric.pmf()dist_hypergeometric.cdf()dist_hypergeometric.sf()dist_hypergeometric.qtf()dist_hypergeometric.isf()dist_hypergeometric.g_x()dist_hypergeometric.c_x()dist_hypergeometric.m_x()dist_hypergeometric.k_x()dist_hypergeometric.moments()dist_hypergeometric.cumulants()ctx.hypergeo_ecf()ctx.hypergeo_ecf_inv()ctx.hypergeo_spa()ctx.hypergeo_spa_inv()
- Log-series distribution
- Zeta distribution
- Skellam distribution
- Delaporte distribution
- Beta-Poisson distribution (Quinkert)
- Beta-binomial distribution
- Beta-negative binomial distribution (Waring)
ctx.dist_beta_negbinomialdist_beta_negbinomial.pmf()dist_beta_negbinomial.cdf()dist_beta_negbinomial.sf()dist_beta_negbinomial.qtf()dist_beta_negbinomial.isf()dist_beta_negbinomial.g_x()dist_beta_negbinomial.c_x()dist_beta_negbinomial.m_x()dist_beta_negbinomial.k_x()dist_beta_negbinomial.moments()dist_beta_negbinomial.cumulants()
- Negative hypergeometric distribution
- Pólya-Eggenberger distribution
- General hypergeometric distribution
- Noncentral hypergeometric distribution, Fisher alternatives
ctx.dist_hypergeo_nc_fisherdist_hypergeo_nc_fisher.pmf()dist_hypergeo_nc_fisher.cdf()dist_hypergeo_nc_fisher.sf()dist_hypergeo_nc_fisher.qtf()dist_hypergeo_nc_fisher.isf()dist_hypergeo_nc_fisher.g_x()dist_hypergeo_nc_fisher.c_x()dist_hypergeo_nc_fisher.m_x()dist_hypergeo_nc_fisher.k_x()dist_hypergeo_nc_fisher.moments()dist_hypergeo_nc_fisher.cumulants()