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Mattias Villani

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

Public notebooks

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Mixture of Poissons This notebook is a fork
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Mattias Villani
Nov 12, 2023• 1
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Truncated Normal Distribution
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Mattias Villani
Nov 11, 2023
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Pólya-Gamma distribution This notebook is a fork
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Mattias Villani
Nov 7, 2023
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Distribution of the maximum - a tale of tails This notebook is a fork
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Mattias Villani
Nov 5, 2023• 1
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Maximum likelihood - Poisson regression This notebook is a fork
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Mattias Villani
Feb 4
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Hypothesis test for a mean in a normal population This notebook is a fork
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Mattias Villani
Oct 22, 2023
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Zipf distribution This notebook is a fork
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Mattias Villani
Oct 21, 2023
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Laplace distribution This notebook is a fork
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Mattias Villani
Oct 21, 2023
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Cauchy distribution This notebook is a fork
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Mattias Villani
Feb 18
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Non-central Chi2-distribution This notebook is a fork
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Mattias Villani
Oct 7, 2023
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Multinomial model - Dirichlet prior (density version) This notebook is a fork
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Mattias Villani
Oct 7, 2023• 1
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Bayesian inference for multinomial data This notebook is a fork
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Mattias Villani
Oct 7, 2023
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Dirichlet Distribution This notebook is a fork
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Mattias Villani
Oct 6, 2023
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Logistic distribution This notebook is a fork
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Mattias Villani
Sep 30, 2023
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Hypothesis test for a mean - Type I and II errors This notebook is a fork
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Mattias Villani
Sep 27, 2023
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Bayesian inference for iid Poisson counts This notebook is a fork
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Mattias Villani
Mar 21
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Bayesian inference for Exponential iid data This notebook is a fork
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Mattias Villani
Dec 21
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Second derivative measures the curvature of a function This notebook is a fork
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Mattias Villani
Aug 19, 2023
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SDAIII - widgets
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Mattias Villani
Aug 17, 2023
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How the mean and median are affected by extreme observations This notebook is a fork
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Mattias Villani
Feb 4• 1
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Hur medelvärde och median påverkas av extrema observationer This notebook is a fork
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Mattias Villani
Dec 22
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Random Walk Metropolis This notebook is a fork
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Mattias Villani
Aug 7, 2023
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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
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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
May 9
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Law of Large Numbers This notebook is a fork
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Mattias Villani
Nov 18, 2023
Showing 31-60 of 126 notebooks
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