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Mattias Villani
@mattiasvillani
Professor of Statistics at Stockholm University
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SDA3 | Mattias Villani | Observable
SDA3 | Mattias Villani | Observable
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Bayesian inference for Exponential iid data
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Mattias Villani
Aug 7
Bayesian inference for iid Poisson counts
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Mattias Villani
Feb 10, 2025
Maximum likelihood for iid Poisson data
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Mattias Villani
Apr 15, 2025
Hypothesis test for a mean - Type I and II errors
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Mattias Villani
Oct 5, 2023
Bayesian inference for Gaussian iid data with known variance
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Mattias Villani
Feb 10, 2025
1
Second derivative measures the curvature of a function
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Mattias Villani
Mar 15, 2025
Law of Large Numbers
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Mattias Villani
Mar 11, 2025
Confidence interval for a proportion
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Mattias Villani
Jan 18, 2025
Central limit theorem
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Mattias Villani
Apr 12, 2025
Hypothesis test for a mean in a normal population
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Mattias Villani
Dec 2, 2023
Maximum likelihood - Poisson regression
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Mattias Villani
May 18, 2025
The Riemann integral
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Mattias Villani
Mar 16, 2025
Maximum likelihood - Bernoulli data
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Mattias Villani
Feb 20, 2025
Bayesian inference for Bernoulli iid data
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Mattias Villani
Feb 10, 2025
Confidence interval for a mean
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Mattias Villani
Jan 13, 2024
1
Sampling distribution and likelihood function - Bernoulli model
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Mattias Villani
Aug 16, 2024
The derivative
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Mattias Villani
Mar 26
A function and its derivatives
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Mattias Villani
Apr 11, 2025
The Taylor approximation
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Mattias Villani
Sep 20, 2025
The exponential function
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Mattias Villani
Mar 22
Function optimization
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Mattias Villani
Mar 25, 2025
The logarithm function
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Mattias Villani
Mar 20, 2025
