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Mattias Villani

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

Public notebooks

Showing 31-60 of 138 notebooks
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Poisson time series model This notebook is a fork
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Mattias Villani
Dec 17, 2023
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Time-varying regression model This notebook is a fork
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Mattias Villani
Dec 16, 2023
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Local level model This notebook is a fork
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Mattias Villani
Dec 16, 2023
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Piecewise constant model This notebook is a fork
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Mattias Villani
Dec 16, 2023
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Confidence interval for a mean This notebook is a fork
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Mattias Villani
Dec 1, 2023•1
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Spectral density - ARTFIMA(p,q,d,λ) This notebook is a fork
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Mattias Villani
Dec 1, 2023
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Spectral density of a seasonal ARMA(p,q)×(P,Q) process
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Mattias Villani
Nov 30, 2023
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Spectral density - ARMA(p,q) process
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Mattias Villani
Nov 21, 2023
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Posterior approximation - Beta model for proportions
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Mattias Villani
Nov 19, 2023
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Maximum likelihood - Bernoulli data This notebook is a fork
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Mattias Villani
Nov 18, 2023
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Bayesian inference for Bernoulli iid data This notebook is a fork
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Mattias Villani
Nov 18, 2023
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The Riemann integral This notebook is a fork
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Mattias Villani
Nov 15, 2023
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Mixture of Poissons This notebook is a fork
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Mattias Villani
Nov 12, 2023•2
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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
Sep 5
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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, 2023
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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
Showing 31-60 of 138 notebooks
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