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Basic Statistics

A collection of widgets and notebooks for basic courses in Statistics
Showing all 19 listings
1.
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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
2.
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Confidence interval for a proportion This notebook is a fork
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Mattias Villani
Jan 18
3.
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Law of Large Numbers This notebook is a fork
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Mattias Villani
Mar 11
4.
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Central limit theorem This notebook is a fork
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Mattias Villani
Apr 12
5.
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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, 2024•1
6.
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Maximum likelihood - Poisson regression This notebook is a fork
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Mattias Villani
May 18
7.
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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
8.
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Maximum likelihood - Bernoulli data This notebook is a fork
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Mattias Villani
Nov 18, 2023
9.
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Confidence interval for a mean This notebook is a fork
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Mattias Villani
Dec 1, 2023•1
10.
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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
11.
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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
12.
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Histogram - the choice of bins This notebook is a fork
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Mattias Villani
Feb 1, 2024
13.
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Maximum likelihood for iid Poisson data This notebook is a fork
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Mattias Villani
Feb 4, 2024
14.
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Approximating the Binomial distribution This notebook is a fork
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Mattias Villani
Mar 1, 2024
15.
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Coverage of interval estimates for a proportion This notebook is a fork
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Mattias Villani
May 28, 2024
16.
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Sampling distribution and likelihood function - Normal model This notebook is a fork
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Mattias Villani
Jul 27, 2024
17.
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Sampling distribution and likelihood function - Bernoulli model This notebook is a fork
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Mattias Villani
Jul 28, 2024
18.
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Coverage of confidence intervals for a proportion - Wald vs Wilson
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Mattias Villani
Feb 21
19.
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Chebyshev's inequality This notebook is a fork
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Mattias Villani
Mar 9