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Mattias Villani
Professor of Statistics at Stockholm University
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Statistical distributions
Bernoulli distributionBeta distributionBeta distribution (generalized three-parameter)Beta distribution (generalized four-parameter)Beta-Binomial distributionBinomial distributionCauchy distributionChi2-distributionCompound-Gamma distributionDirichlet DistributionExponential distributionF-distributionFisher Z-distributionGeneralized extreme value distributionGeometric distributionGamma distributionGumbel distributionGumbel–Softmax DistributionHypergeometric distributionInverse Gamma distributionInverse Gaussian (Wald) distributionKumaraswamy distributionLaplace distributionLogistic distributionLogitNormal distributionLogNormal distributionMixture of Normals distributionMixture of PoissonsMultivariate LogitNormal DistributionMultivariate normal distributionNegative binomial distributionNon-central Chi2-distributionNormal (Gaussian) distributionPareto distributionPoisson distributionPoisson-Gamma distributionPólya-Gamma distribution
Scaled inverse chi2 distribution
Skellam distributionSkew-normal distributionSplit-Normal distributionSplit-t distributionStudent-t distribution (standard)Student-t distribution (three-parameter)Triangular distributionTruncated Normal DistributionUniform distributionvon Mises distributionWeibull distributionZero-inflated Poisson distributionZipf distribution
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Bayesian Learning