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Mattias Villani
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Public
SDA3
Showing all
22
listings
The logarithm function
This notebook is a fork
Mattias Villani
Mar 15
Function optimization
This notebook is a fork
Mattias Villani
Mar 13
The exponential function
This notebook is a fork
Mattias Villani
Mar 5
The Taylor approximation
This notebook is a fork
Mattias Villani
Mar 12
A function and its derivatives
Mattias Villani
Mar 12
The derivative
This notebook is a fork
Mattias Villani
Feb 2
Sampling distribution and likelihood function - Bernoulli model
This notebook is a fork
Mattias Villani
Jul 28, 2024
Maximum likelihood for iid Poisson data
This notebook is a fork
Mattias Villani
Feb 4, 2024
Confidence interval for a mean
This notebook is a fork
Mattias Villani
Dec 1, 2023
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1
Maximum likelihood - Bernoulli data
This notebook is a fork
Mattias Villani
Nov 18, 2023
Bayesian inference for Bernoulli iid data
This notebook is a fork
Mattias Villani
Nov 18, 2023
The Riemann integral
This notebook is a fork
Mattias Villani
Nov 15, 2023
Maximum likelihood - Poisson regression
This notebook is a fork
Mattias Villani
Feb 4, 2024
Hypothesis test for a mean in a normal population
This notebook is a fork
Mattias Villani
Oct 22, 2023
Bayesian inference for Gaussian iid data with known variance
This notebook is a fork
Mattias Villani
Feb 10
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1
Hypothesis test for a mean - Type I and II errors
This notebook is a fork
Mattias Villani
Sep 27, 2023
Bayesian inference for iid Poisson counts
This notebook is a fork
Mattias Villani
Feb 10
Bayesian inference for Exponential iid data
This notebook is a fork
Mattias Villani
Dec 21, 2023
Central limit theorem
This notebook is a fork
Mattias Villani
Mar 11
Confidence interval for a proportion
This notebook is a fork
Mattias Villani
Jan 18
Law of Large Numbers
This notebook is a fork
Mattias Villani
Mar 11
Second derivative measures the curvature of a function
This notebook is a fork
Mattias Villani
Aug 19, 2023