This issue tracks documentation updates that include mathematical explanations alongside implementation details for the distributions and methods listed below.
Some distributions may not require updates; such cases can be noted in the comments as already addressed or resolved.
This issue tracks documentation updates that include mathematical explanations alongside implementation details for the distributions and methods listed below.
AsymmetricLaplaceAsymmetricLaplaceQuantileBernoulli(doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192)BernoulliLogits(doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192)BernoulliProbs(doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192)Beta(doc: detailed documentation ofBetaandBetaProportiondistribution #2185)BetaBinomialBetaNegativeBinomial(doc(gh-2107): Improved documentation for Negative Binomial distributions #2109)BetaProportion(doc: detailed documentation ofBetaandBetaProportiondistribution #2185)Binomial(doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192)BinomialLogits(doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192)BinomialProbs(doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192)CARCategoricalCategoricalLogitsCategoricalProbsCauchy(doc(gh-2187): add math explanations for Normal, Cauchy, and Exponential distributions #2188)Chi2CirculantNormalDagumDeltaDirichletDirichletMultinomialDiscreteUniformDistributionDoublyTruncatedPowerLawEulerMaruyamaExpandedDistributionExponential(doc(gh-2187): add math explanations for Normal, Cauchy, and Exponential distributions #2188)FoldedDistributionGamma(doc(gh-2107): Improved documentation for Negative Binomial distributions #2109)GammaPoisson(doc(gh-2107): Improved documentation for Negative Binomial distributions #2109)GaussianCopulaGaussianCopulaBetaGaussianRandomWalkGaussianStateSpaceGeometricGeometricLogitsGeometricProbsGompertzGumbelHalfCauchyHalfNormalImproperUniformIndependentIntervalCensoredDistributionInverseGammaInverseWishartInverseWishartCholeskyKumaraswamyLKJLKJCholeskyLaplaceLeftCensoredDistributionLeftTruncatedDistributionLevyLogNormalLogUniformLogisticLowRankMultivariateNormalLowerTruncatedPowerLawMaskedDistributionMatrixNormalMixtureMixtureGeneralMixtureSameFamilyMultinomialMultinomialLogitsMultinomialProbsMultivariateNormalMultivariateStudentTNegativeBinomial2(doc(gh-2107): Improved documentation for Negative Binomial distributions #2109)NegativeBinomialLogits(doc(gh-2107): Improved documentation for Negative Binomial distributions #2109)NegativeBinomialProbs(doc(gh-2107): Improved documentation for Negative Binomial distributions #2109)Normal(doc(gh-2187): add math explanations for Normal, Cauchy, and Exponential distributions #2188)OrderedLogisticParetoPoissonProjectedNormalRelaxedBernoulliRelaxedBernoulliLogitsRightCensoredDistributionRightTruncatedDistributionSineBivariateVonMisesSineSkewedSoftLaplaceStudentTTransformedDistributionTruncatedCauchyTruncatedDistributionTruncatedNormalTruncatedPolyaGammaTwoSidedTruncatedDistributionUniformUnitVonMisesWeibullWishartWishartCholeskyZeroInflatedDistributionZeroInflatedNegativeBinomial2ZeroInflatedPoissonZeroSumNormalSome distributions may not require updates; such cases can be noted in the comments as already addressed or resolved.