Index

A

alpha_posterior (cprior.cdist.BetaModel attribute) (cprior.models.BernoulliModel attribute) (cprior.models.BinomialModel attribute) (cprior.models.GeometricModel attribute) (cprior.models.NegativeBinomialModel attribute)

B

BayesABTest (class in cprior.cdist.base) BayesModel (class in cprior.cdist.base) BayesMVTest (class in cprior.cdist.base) BernoulliABTest (class in cprior.models) BernoulliModel (class in cprior.models) BernoulliMVTest (class in cprior.models) beta_posterior (cprior.cdist.BetaModel attribute) (cprior.models.BernoulliModel attribute) (cprior.models.BinomialModel attribute) (cprior.models.GeometricModel attribute) (cprior.models.NegativeBinomialModel attribute)

BetaABTest (class in cprior.cdist) BetaModel (class in cprior.cdist) BetaMVTest (class in cprior.cdist) BinomialABTest (class in cprior.models) BinomialModel (class in cprior.models) BinomialMVTest (class in cprior.models)

C

cdf() (cprior.cdist.base.BayesModel method) (cprior.cdist.BetaModel method) (cprior.cdist.GammaModel method) (cprior.cdist.NormalInverseGammaModel method) (cprior.cdist.ParetoModel method) (cprior.models.BernoulliModel method) (cprior.models.BinomialModel method) (cprior.models.ExponentialModel method) (cprior.models.GeometricModel method) (cprior.models.LogNormalModel method) (cprior.models.NegativeBinomialModel method) (cprior.models.NormalModel method) (cprior.models.PoissonModel method) (cprior.models.UniformModel method) check_ab_method() (in module cprior.cdist.utils) check_models() (in module cprior.cdist.utils) check_mv_method() (in module cprior.cdist.utils) check_mv_models() (in module cprior.cdist.utils)

ci_interval() (in module cprior.cdist) ci_interval_exact() (in module cprior.cdist) cprior.cdist.base (module) cprior.cdist.utils (module) credible_interval() (cprior.cdist.base.BayesModel method) (cprior.cdist.BetaModel method) (cprior.cdist.GammaModel method) (cprior.cdist.NormalInverseGammaModel method) (cprior.cdist.ParetoModel method) (cprior.models.BernoulliModel method) (cprior.models.BinomialModel method) (cprior.models.ExponentialModel method) (cprior.models.GeometricModel method) (cprior.models.LogNormalModel method) (cprior.models.NegativeBinomialModel method) (cprior.models.NormalModel method) (cprior.models.PoissonModel method) (cprior.models.UniformModel method)

D

describe() (cprior.experiment.Experiment method)

E

expected_loss() (cprior.cdist.base.BayesABTest method) (cprior.cdist.BetaABTest method) (cprior.cdist.BetaMVTest method) (cprior.cdist.GammaABTest method) (cprior.cdist.GammaMVTest method) (cprior.cdist.NormalInverseGammaABTest method) (cprior.cdist.NormalInverseGammaMVTest method) (cprior.cdist.ParetoABTest method) (cprior.cdist.ParetoMVTest method) (cprior.cdist.base.BayesMVTest method) (cprior.models.BernoulliABTest method) (cprior.models.BernoulliMVTest method) (cprior.models.BinomialABTest method) (cprior.models.BinomialMVTest method) (cprior.models.ExponentialABTest method) (cprior.models.ExponentialMVTest method) (cprior.models.GeometricABTest method) (cprior.models.GeometricMVTest method) (cprior.models.LogNormalABTest method) (cprior.models.LogNormalMVTest method) (cprior.models.NegativeBinomialABTest method) (cprior.models.NegativeBinomialMVTest method) (cprior.models.NormalABTest method) (cprior.models.NormalMVTest method) (cprior.models.PoissonABTest method) (cprior.models.PoissonMVTest method) (cprior.models.UniformABTest method) (cprior.models.UniformMVTest method) expected_loss_ci() (cprior.cdist.base.BayesABTest method) (cprior.cdist.BetaABTest method) (cprior.cdist.BetaMVTest method) (cprior.cdist.GammaABTest method) (cprior.cdist.GammaMVTest method) (cprior.cdist.NormalInverseGammaABTest method) (cprior.cdist.NormalInverseGammaMVTest method) (cprior.cdist.ParetoABTest method) (cprior.cdist.ParetoMVTest method) (cprior.cdist.base.BayesMVTest method) (cprior.models.BernoulliABTest method) (cprior.models.BernoulliMVTest method) (cprior.models.BinomialABTest method) (cprior.models.BinomialMVTest method) (cprior.models.ExponentialABTest method) (cprior.models.ExponentialMVTest method) (cprior.models.GeometricABTest method) (cprior.models.GeometricMVTest method) (cprior.models.LogNormalABTest method) (cprior.models.LogNormalMVTest method) (cprior.models.NegativeBinomialABTest method) (cprior.models.NegativeBinomialMVTest method) (cprior.models.NormalABTest method) (cprior.models.NormalMVTest method) (cprior.models.PoissonABTest method) (cprior.models.PoissonMVTest method) (cprior.models.UniformABTest method) (cprior.models.UniformMVTest method) expected_loss_relative() (cprior.cdist.base.BayesABTest method) (cprior.cdist.BetaABTest method) (cprior.cdist.BetaMVTest method) (cprior.cdist.GammaABTest method) (cprior.cdist.GammaMVTest method) (cprior.cdist.NormalInverseGammaABTest method) (cprior.cdist.NormalInverseGammaMVTest method) (cprior.cdist.ParetoABTest method) (cprior.cdist.ParetoMVTest method) (cprior.cdist.base.BayesMVTest method) (cprior.models.BernoulliABTest method) (cprior.models.BernoulliMVTest method) (cprior.models.BinomialABTest method) (cprior.models.BinomialMVTest method) (cprior.models.ExponentialABTest method) (cprior.models.ExponentialMVTest method) (cprior.models.GeometricABTest method) (cprior.models.GeometricMVTest method) (cprior.models.LogNormalABTest method) (cprior.models.LogNormalMVTest method) (cprior.models.NegativeBinomialABTest method) (cprior.models.NegativeBinomialMVTest method) (cprior.models.NormalABTest method) (cprior.models.NormalMVTest method) (cprior.models.PoissonABTest method) (cprior.models.PoissonMVTest method) (cprior.models.UniformABTest method) (cprior.models.UniformMVTest method)

expected_loss_relative_ci() (cprior.cdist.base.BayesABTest method) (cprior.cdist.BetaABTest method) (cprior.cdist.BetaMVTest method) (cprior.cdist.GammaABTest method) (cprior.cdist.GammaMVTest method) (cprior.cdist.NormalInverseGammaABTest method) (cprior.cdist.NormalInverseGammaMVTest method) (cprior.cdist.ParetoABTest method) (cprior.cdist.ParetoMVTest method) (cprior.cdist.base.BayesMVTest method) (cprior.models.BernoulliABTest method) (cprior.models.BernoulliMVTest method) (cprior.models.BinomialABTest method) (cprior.models.BinomialMVTest method) (cprior.models.ExponentialABTest method) (cprior.models.ExponentialMVTest method) (cprior.models.GeometricABTest method) (cprior.models.GeometricMVTest method) (cprior.models.LogNormalABTest method) (cprior.models.LogNormalMVTest method) (cprior.models.NegativeBinomialABTest method) (cprior.models.NegativeBinomialMVTest method) (cprior.models.NormalABTest method) (cprior.models.NormalMVTest method) (cprior.models.PoissonABTest method) (cprior.models.PoissonMVTest method) (cprior.models.UniformABTest method) (cprior.models.UniformMVTest method) expected_loss_relative_vs_all() (cprior.cdist.BetaMVTest method) (cprior.cdist.GammaMVTest method) (cprior.cdist.NormalInverseGammaMVTest method) (cprior.cdist.ParetoMVTest method) (cprior.models.BernoulliMVTest method) (cprior.models.BinomialMVTest method) (cprior.models.ExponentialMVTest method) (cprior.models.GeometricMVTest method) (cprior.models.LogNormalMVTest method) (cprior.models.NegativeBinomialMVTest method) (cprior.models.NormalMVTest method) (cprior.models.PoissonMVTest method) (cprior.models.UniformMVTest method) expected_loss_vs_all() (cprior.cdist.base.BayesMVTest method) (cprior.cdist.BetaMVTest method) (cprior.cdist.GammaMVTest method) (cprior.cdist.NormalInverseGammaMVTest method) (cprior.cdist.ParetoMVTest method) (cprior.models.BernoulliMVTest method) (cprior.models.BinomialMVTest method) (cprior.models.ExponentialMVTest method) (cprior.models.GeometricMVTest method) (cprior.models.LogNormalMVTest method) (cprior.models.NegativeBinomialMVTest method) (cprior.models.NormalMVTest method) (cprior.models.PoissonMVTest method) (cprior.models.UniformMVTest method) Experiment (class in cprior.experiment) experiment_describe() (in module cprior.experiment) experiment_plot_metric() (in module cprior.experiment) experiment_plot_stats() (in module cprior.experiment) experiment_stats() (in module cprior.experiment) experiment_summary() (in module cprior.experiment) ExponentialABTest (class in cprior.models) ExponentialModel (class in cprior.models) ExponentialMVTest (class in cprior.models)

G

GammaABTest (class in cprior.cdist) GammaModel (class in cprior.cdist) GammaMVTest (class in cprior.cdist)

GeometricABTest (class in cprior.models) GeometricModel (class in cprior.models) GeometricMVTest (class in cprior.models)

L

load() (cprior.experiment.Experiment method) loc_posterior (cprior.cdist.NormalInverseGammaModel attribute) (cprior.models.LogNormalModel attribute) (cprior.models.NormalModel attribute)

LogNormalABTest (class in cprior.models) LogNormalModel (class in cprior.models) LogNormalMVTest (class in cprior.models)

M

mean() (cprior.cdist.base.BayesModel method) (cprior.cdist.BetaModel method) (cprior.cdist.GammaModel method) (cprior.cdist.NormalInverseGammaModel method) (cprior.cdist.ParetoModel method) (cprior.models.BernoulliModel method) (cprior.models.BinomialModel method) (cprior.models.ExponentialModel method) (cprior.models.GeometricModel method) (cprior.models.LogNormalModel method) (cprior.models.NegativeBinomialModel method) (cprior.models.NormalModel method) (cprior.models.PoissonModel method) (cprior.models.UniformModel method)

N

n_samples_ (cprior.experiment.Experiment attribute) (cprior.models.BernoulliModel attribute) (cprior.models.BinomialModel attribute) (cprior.models.ExponentialModel attribute) (cprior.models.GeometricModel attribute) (cprior.models.LogNormalModel attribute) (cprior.models.NegativeBinomialModel attribute) (cprior.models.NormalModel attribute) (cprior.models.PoissonModel attribute) (cprior.models.UniformModel attribute) n_success_ (cprior.models.BernoulliModel attribute)

n_updates_ (cprior.experiment.Experiment attribute) n_variants_ (cprior.experiment.Experiment attribute) NegativeBinomialABTest (class in cprior.models) NegativeBinomialModel (class in cprior.models) NegativeBinomialMVTest (class in cprior.models) NormalABTest (class in cprior.models) NormalInverseGammaABTest (class in cprior.cdist) NormalInverseGammaModel (class in cprior.cdist) NormalInverseGammaMVTest (class in cprior.cdist) NormalModel (class in cprior.models) NormalMVTest (class in cprior.models)

P

ParetoABTest (class in cprior.cdist) ParetoModel (class in cprior.cdist) ParetoMVTest (class in cprior.cdist) pdf() (cprior.cdist.base.BayesModel method) (cprior.cdist.BetaModel method) (cprior.cdist.GammaModel method) (cprior.cdist.NormalInverseGammaModel method) (cprior.cdist.ParetoModel method) (cprior.models.BernoulliModel method) (cprior.models.BinomialModel method) (cprior.models.ExponentialModel method) (cprior.models.GeometricModel method) (cprior.models.LogNormalModel method) (cprior.models.NegativeBinomialModel method) (cprior.models.NormalModel method) (cprior.models.PoissonModel method) (cprior.models.UniformModel method) plot_metric() (cprior.experiment.Experiment method) plot_stats() (cprior.experiment.Experiment method) PoissonABTest (class in cprior.models) PoissonModel (class in cprior.models) PoissonMVTest (class in cprior.models) ppf() (cprior.cdist.base.BayesModel method) (cprior.cdist.BetaModel method) (cprior.cdist.GammaModel method) (cprior.cdist.NormalInverseGammaModel method) (cprior.cdist.ParetoModel method) (cprior.models.BernoulliModel method) (cprior.models.BinomialModel method) (cprior.models.ExponentialModel method) (cprior.models.GeometricModel method) (cprior.models.LogNormalModel method) (cprior.models.NegativeBinomialModel method) (cprior.models.NormalModel method) (cprior.models.PoissonModel method) (cprior.models.UniformModel method) ppmean() (cprior.models.BernoulliModel method) (cprior.models.BinomialModel method) (cprior.models.ExponentialModel method) (cprior.models.GeometricModel method) (cprior.models.LogNormalModel method) (cprior.models.NegativeBinomialModel method) (cprior.models.NormalModel method) (cprior.models.PoissonModel method) (cprior.models.UniformModel method) pppdf() (cprior.models.BernoulliModel method) (cprior.models.BinomialModel method) (cprior.models.ExponentialModel method) (cprior.models.GeometricModel method) (cprior.models.LogNormalModel method) (cprior.models.NegativeBinomialModel method) (cprior.models.NormalModel method) (cprior.models.PoissonModel method) (cprior.models.UniformModel method)

ppvar() (cprior.models.BernoulliModel method) (cprior.models.BinomialModel method) (cprior.models.ExponentialModel method) (cprior.models.GeometricModel method) (cprior.models.LogNormalModel method) (cprior.models.NegativeBinomialModel method) (cprior.models.NormalModel method) (cprior.models.PoissonModel method) (cprior.models.UniformModel method) probability() (cprior.cdist.base.BayesABTest method) (cprior.cdist.BetaABTest method) (cprior.cdist.BetaMVTest method) (cprior.cdist.GammaABTest method) (cprior.cdist.GammaMVTest method) (cprior.cdist.NormalInverseGammaABTest method) (cprior.cdist.NormalInverseGammaMVTest method) (cprior.cdist.ParetoABTest method) (cprior.cdist.ParetoMVTest method) (cprior.cdist.base.BayesMVTest method) (cprior.models.BernoulliABTest method) (cprior.models.BernoulliMVTest method) (cprior.models.BinomialABTest method) (cprior.models.BinomialMVTest method) (cprior.models.ExponentialABTest method) (cprior.models.ExponentialMVTest method) (cprior.models.GeometricABTest method) (cprior.models.GeometricMVTest method) (cprior.models.LogNormalABTest method) (cprior.models.LogNormalMVTest method) (cprior.models.NegativeBinomialABTest method) (cprior.models.NegativeBinomialMVTest method) (cprior.models.NormalABTest method) (cprior.models.NormalMVTest method) (cprior.models.PoissonABTest method) (cprior.models.PoissonMVTest method) (cprior.models.UniformABTest method) (cprior.models.UniformMVTest method) probability_vs_all() (cprior.cdist.base.BayesMVTest method) (cprior.cdist.BetaMVTest method) (cprior.cdist.GammaMVTest method) (cprior.cdist.NormalInverseGammaMVTest method) (cprior.cdist.ParetoMVTest method) (cprior.models.BernoulliMVTest method) (cprior.models.BinomialMVTest method) (cprior.models.ExponentialMVTest method) (cprior.models.GeometricMVTest method) (cprior.models.LogNormalMVTest method) (cprior.models.NegativeBinomialMVTest method) (cprior.models.NormalMVTest method) (cprior.models.PoissonMVTest method) (cprior.models.UniformMVTest method)

R

rate_posterior (cprior.cdist.GammaModel attribute) (cprior.models.ExponentialModel attribute) (cprior.models.PoissonModel attribute) run_update() (cprior.experiment.Experiment method) rvs() (cprior.cdist.base.BayesModel method) (cprior.cdist.BetaModel method) (cprior.cdist.GammaModel method) (cprior.cdist.NormalInverseGammaModel method) (cprior.cdist.ParetoModel method) (cprior.models.BernoulliModel method) (cprior.models.BinomialModel method) (cprior.models.ExponentialModel method) (cprior.models.GeometricModel method) (cprior.models.LogNormalModel method) (cprior.models.NegativeBinomialModel method) (cprior.models.NormalModel method) (cprior.models.PoissonModel method) (cprior.models.UniformModel method)

S

save() (cprior.experiment.Experiment method) scale_posterior (cprior.cdist.NormalInverseGammaModel attribute) (cprior.cdist.ParetoModel attribute) (cprior.models.LogNormalModel attribute) (cprior.models.NormalModel attribute) (cprior.models.UniformModel attribute) shape_posterior (cprior.cdist.GammaModel attribute) (cprior.cdist.NormalInverseGammaModel attribute) (cprior.cdist.ParetoModel attribute) (cprior.models.ExponentialModel attribute) (cprior.models.LogNormalModel attribute) (cprior.models.NormalModel attribute) (cprior.models.PoissonModel attribute) (cprior.models.UniformModel attribute) stats() (cprior.experiment.Experiment method)

std() (cprior.cdist.base.BayesModel method) (cprior.cdist.BetaModel method) (cprior.cdist.GammaModel method) (cprior.cdist.NormalInverseGammaModel method) (cprior.cdist.ParetoModel method) (cprior.models.BernoulliModel method) (cprior.models.BinomialModel method) (cprior.models.ExponentialModel method) (cprior.models.GeometricModel method) (cprior.models.LogNormalModel method) (cprior.models.NegativeBinomialModel method) (cprior.models.NormalModel method) (cprior.models.PoissonModel method) (cprior.models.UniformModel method) summary() (cprior.experiment.Experiment method)

U

UniformABTest (class in cprior.models) UniformModel (class in cprior.models) UniformMVTest (class in cprior.models) update() (cprior.cdist.base.BayesMVTest method) (cprior.cdist.BetaMVTest method) (cprior.cdist.GammaMVTest method) (cprior.cdist.NormalInverseGammaMVTest method) (cprior.cdist.ParetoMVTest method) (cprior.models.BernoulliMVTest method) (cprior.models.BernoulliModel method) (cprior.models.BinomialMVTest method) (cprior.models.BinomialModel method) (cprior.models.ExponentialMVTest method) (cprior.models.ExponentialModel method) (cprior.models.GeometricMVTest method) (cprior.models.GeometricModel method) (cprior.models.LogNormalMVTest method) (cprior.models.LogNormalModel method) (cprior.models.NegativeBinomialMVTest method) (cprior.models.NegativeBinomialModel method) (cprior.models.NormalMVTest method) (cprior.models.NormalModel method) (cprior.models.PoissonMVTest method) (cprior.models.PoissonModel method) (cprior.models.UniformMVTest method) (cprior.models.UniformModel method) update_A() (cprior.cdist.base.BayesABTest method) (cprior.cdist.BetaABTest method) (cprior.cdist.GammaABTest method) (cprior.cdist.NormalInverseGammaABTest method) (cprior.cdist.ParetoABTest method) (cprior.models.BernoulliABTest method) (cprior.models.BinomialABTest method) (cprior.models.ExponentialABTest method) (cprior.models.GeometricABTest method) (cprior.models.LogNormalABTest method) (cprior.models.NegativeBinomialABTest method) (cprior.models.NormalABTest method) (cprior.models.PoissonABTest method) (cprior.models.UniformABTest method)

update_B() (cprior.cdist.base.BayesABTest method) (cprior.cdist.BetaABTest method) (cprior.cdist.GammaABTest method) (cprior.cdist.NormalInverseGammaABTest method) (cprior.cdist.ParetoABTest method) (cprior.models.BernoulliABTest method) (cprior.models.BinomialABTest method) (cprior.models.ExponentialABTest method) (cprior.models.GeometricABTest method) (cprior.models.LogNormalABTest method) (cprior.models.NegativeBinomialABTest method) (cprior.models.NormalABTest method) (cprior.models.PoissonABTest method) (cprior.models.UniformABTest method)

V

var() (cprior.cdist.base.BayesModel method) (cprior.cdist.BetaModel method) (cprior.cdist.GammaModel method) (cprior.cdist.NormalInverseGammaModel method) (cprior.cdist.ParetoModel method) (cprior.models.BernoulliModel method) (cprior.models.BinomialModel method) (cprior.models.ExponentialModel method) (cprior.models.GeometricModel method) (cprior.models.LogNormalModel method) (cprior.models.NegativeBinomialModel method) (cprior.models.NormalModel method) (cprior.models.PoissonModel method) (cprior.models.UniformModel method)

variance_scale_posterior (cprior.cdist.NormalInverseGammaModel attribute) (cprior.models.LogNormalModel attribute) (cprior.models.NormalModel attribute) variants_ (cprior.experiment.Experiment attribute)