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Mattias Villani

Professor of Statistics at Stockholm University
https://mattiasvillani.com
myobviousaddress@gmail.com

Public notebooks

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Random Walk Metropolis This notebook is a fork
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Mattias Villani
Feb 13, 2025
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Leapfrog Integrator This notebook is a fork
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Mattias Villani
Jul 25, 2023
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Distributions and their Gradients This notebook is a fork
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Mattias Villani
Jul 25, 2023
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Hamiltonian Markov Chain Monte Carlo This notebook is a fork
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Mattias Villani
Jul 25, 2023•1
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HMC sampling from multi-modal distributions This notebook is a fork
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Mattias Villani
Jul 26, 2023
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Hypergeometric distribution This notebook is a fork
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Mattias Villani
Sep 4, 2023
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Radar chart of Dirichlet posterior draws This notebook is a fork
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Mattias Villani
Jul 24, 2023
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Central limit theorem This notebook is a fork
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Mattias Villani
Apr 12, 2025
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Law of Large Numbers This notebook is a fork
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Mattias Villani
Mar 11, 2025
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Confidence interval for a proportion This notebook is a fork
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Mattias Villani
Jan 18, 2025
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Skellam distribution This notebook is a fork
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Mattias Villani
Jan 2, 2024
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Zero-inflated Poisson distribution This notebook is a fork
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Mattias Villani
Feb 5, 2024
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ARTFIMA - Tempered fractional differencing
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Mattias Villani
Dec 7, 2023
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von Mises distribution This notebook is a fork
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Mattias Villani
Sep 4, 2023
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Split-Normal distribution This notebook is a fork
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Mattias Villani
Dec 30, 2023•1
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Split-t distribution This notebook is a fork
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Mattias Villani
Jan 2, 2024
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Skew-normal distribution This notebook is a fork
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Mattias Villani
Jan 22
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Kumaraswamy distribution This notebook is a fork
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Mattias Villani
Oct 3, 2023
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Exponential distribution This notebook is a fork
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Mattias Villani
May 5, 2025
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Spectral mixture kernel This notebook is a fork
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Mattias Villani
May 8, 2023•1
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Uniform distribution This notebook is a fork
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Mattias Villani
Sep 4, 2023
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Triangular distribution This notebook is a fork
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Mattias Villani
Sep 4, 2023
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Weibull distribution This notebook is a fork
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Mattias Villani
Feb 20, 2025
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Negative binomial distribution This notebook is a fork
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Mattias Villani
May 22, 2025
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LogNormal distribution This notebook is a fork
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Mattias Villani
Sep 24, 2025
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Pareto distribution This notebook is a fork
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Mattias Villani
Sep 4, 2023
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F-distribution This notebook is a fork
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Mattias Villani
Sep 4, 2023•1
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Mixture of Normals distribution This notebook is a fork
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Mattias Villani
May 29, 2024•2
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Autoregressive processes - simulation and priors This notebook is a fork
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Mattias Villani
Feb 9, 2025
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Normal approximation of the sampling distribution for a proportion This notebook is a fork
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Mattias Villani
Feb 15, 2025
Showing 91-120 of 165 notebooks
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