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Mattias Villani
@mattiasvillani
Professor of Statistics at Stockholm University
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Basic Statistics | Mattias Villani | Observable
Basic Statistics | Mattias Villani | Observable
Basic Statistics
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A collection of widgets and notebooks for basic courses in Statistics
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Maximum likelihood for iid Poisson data
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Mattias Villani
Apr 15, 2025
Central limit theorem
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Mattias Villani
Apr 12, 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
How the mean and median are affected by extreme observations
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Mattias Villani
Feb 4, 2024
1
Maximum likelihood - Poisson regression
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Mattias Villani
May 18, 2025
Distribution of the maximum - a tale of tails
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Mattias Villani
Feb 11, 2025
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Maximum likelihood - Bernoulli data
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Mattias Villani
Feb 20, 2025
Confidence interval for a mean
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Mattias Villani
Jan 13, 2024
1
Hypothesis test for a mean - Type I and II errors
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Mattias Villani
Oct 5, 2023
Hypothesis test for a mean in a normal population
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Mattias Villani
Dec 2, 2023
Normal approximation of the sampling distribution for a proportion
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Mattias Villani
Feb 15, 2025
Histogram - the choice of bins
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Mattias Villani
Feb 1, 2024
Approximating the Binomial distribution
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Mattias Villani
May 26, 2024
Sampling distribution and likelihood function - Normal model
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Mattias Villani
Jul 28, 2024
Sampling distribution and likelihood function - Bernoulli model
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Mattias Villani
Aug 16, 2024
Coverage of interval estimates for a proportion
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Mattias Villani
Sep 3
Coverage of confidence intervals for a proportion - Wald vs Wilson
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Mattias Villani
Feb 21, 2025
Chebyshev's inequality
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Mattias Villani
Apr 11, 2025
