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STM

Interactive notebooks for the course Statistical Theory and Modeling at Stockholm University
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1.
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The exponential function This notebook is a fork
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Mattias Villani
Mar 5
2.
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The logarithm function This notebook is a fork
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Mattias Villani
Mar 20
3.
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The derivative This notebook is a fork
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Mattias Villani
Feb 2
4.
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Function optimization This notebook is a fork
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Mattias Villani
Mar 13
5.
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A function and its derivatives
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Mattias Villani
Mar 12
6.
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The Riemann integral This notebook is a fork
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Mattias Villani
Nov 15, 2023
7.
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The Taylor approximation This notebook is a fork
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Mattias Villani
Mar 12
8.
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Bernoulli distribution This notebook is a fork
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Mattias Villani
Sep 4, 2023•1
9.
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Binomial distribution This notebook is a fork
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Mattias Villani
Jan 2, 2024
10.
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Poisson distribution This notebook is a fork
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Mattias Villani
Feb 16, 2024
11.
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Geometric distribution This notebook is a fork
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Mattias Villani
Sep 4, 2023
12.
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Negative binomial distribution This notebook is a fork
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Mattias Villani
Apr 2
13.
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Uniform distribution This notebook is a fork
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Mattias Villani
Sep 4, 2023
14.
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Triangular distribution This notebook is a fork
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Mattias Villani
Sep 4, 2023
15.
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Normal (Gaussian) distribution This notebook is a fork
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Mattias Villani
Feb 16, 2024
16.
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Exponential distribution This notebook is a fork
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Mattias Villani
Feb 17, 2024
17.
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Gamma distribution This notebook is a fork
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Mattias Villani
Mar 11
18.
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Chi2-distribution This notebook is a fork
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Mattias Villani
Feb 18, 2024
19.
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Beta distribution This notebook is a fork
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Mattias Villani
Mar 12
20.
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Student-t distribution (three-parameter) This notebook is a fork
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Mattias Villani
Feb 3, 2024
21.
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Chebyshev's inequality This notebook is a fork
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Mattias Villani
Mar 9
22.
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Maximum likelihood - Poisson regression This notebook is a fork
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Mattias Villani
Feb 4, 2024
23.
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Central limit theorem This notebook is a fork
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Mattias Villani
Apr 12
24.
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Law of Large Numbers This notebook is a fork
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Mattias Villani
Mar 11
25.
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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
26.
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Confidence interval for a mean This notebook is a fork
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Mattias Villani
Dec 1, 2023•1
27.
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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
28.
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Maximum likelihood - Bernoulli data This notebook is a fork
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Mattias Villani
Nov 18, 2023
29.
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Maximum likelihood for iid Poisson data This notebook is a fork
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Mattias Villani
Feb 4, 2024
30.
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Multivariate normal distribution
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Mattias Villani
Apr 16
Showing 1-30 of 31 listings
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