Statistical distributions | Mattias Villani | Observable

Education

Mattias Villani

@mattiasvillani

Professor of Statistics at Stockholm University

Statistical distributions

Statistical distributions

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165

12

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Bernoulli distribution

Mattias Villani

Sep 4, 2023

1

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Beta distribution

Mattias Villani

Jan 16

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Beta distribution (generalized three-parameter)

Mattias Villani

Dec 29, 2023

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Beta distribution (generalized four-parameter)

Mattias Villani

Dec 29, 2023

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Beta-Binomial distribution

Mattias Villani

Mar 15, 2025

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Binomial distribution

Mattias Villani

Jan 2, 2024

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Cauchy distribution

Mattias Villani

Feb 18, 2024

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Chi2-distribution

Mattias Villani

Feb 18, 2024

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Compound-Gamma distribution

Mattias Villani

Feb 16, 2025

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Dirichlet Distribution

Mattias Villani

Oct 6, 2023

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Exponential distribution

Mattias Villani

May 5, 2025

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Mattias Villani

Sep 4, 2023

1

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Fisher Z-distribution

Mattias Villani

Feb 17

1

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Generalized extreme value distribution

Mattias Villani

Jan 24, 2025

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Geometric distribution

Mattias Villani

Sep 4, 2023

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Gamma distribution

Mattias Villani

Mar 11, 2025

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Gumbel distribution

Mattias Villani

Jan 24, 2025

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Gumbel–Softmax Distribution

Mattias Villani

Jan 14

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Hypergeometric distribution

Mattias Villani

Sep 4, 2023

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Inverse Gamma distribution

Mattias Villani

Feb 16, 2025

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Inverse Gaussian (Wald) distribution

Mattias Villani

May 26, 2024

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Kumaraswamy distribution

Mattias Villani

Oct 3, 2023

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Laplace distribution

Mattias Villani

Sep 5, 2024

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Logistic distribution

Mattias Villani

Sep 30, 2023

1

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LogitNormal distribution

Mattias Villani

Dec 30, 2023

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LogNormal distribution

Mattias Villani

Sep 22

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Mixture of Normals distribution

Mattias Villani

May 29, 2024

2

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Mixture of Poissons

Mattias Villani

Nov 13, 2023

2

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Multivariate LogitNormal Distribution

Mattias Villani

Aug 22

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Multivariate normal distribution

Mattias Villani

Apr 16, 2025

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Negative binomial distribution

Mattias Villani

May 22, 2025

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Non-central Chi2-distribution

Mattias Villani

Oct 7, 2023

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Normal (Gaussian) distribution

Mattias Villani

Feb 16, 2024

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Pareto distribution

Mattias Villani

Sep 4, 2023

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Poisson distribution

Mattias Villani

Feb 16, 2024

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Poisson-Gamma distribution

Mattias Villani

Apr 28, 2024

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Pólya-Gamma distribution

Mattias Villani

Nov 8, 2023

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Scaled inverse chi2 distribution

Mattias Villani

Sep 4, 2023

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Skellam distribution

Mattias Villani

Jan 2, 2024

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Skew-normal distribution

Mattias Villani

Jan 22