https://github.com/oduerr/stat_demos
A collection of statistics tool
https://github.com/oduerr/stat_demos
Last synced: 2 days ago
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A collection of statistics tool
- Host: GitHub
- URL: https://github.com/oduerr/stat_demos
- Owner: oduerr
- Created: 2025-03-24T13:45:12.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2026-06-17T05:46:34.000Z (3 days ago)
- Last Synced: 2026-06-17T07:22:36.908Z (3 days ago)
- Language: Python
- Size: 23 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# stat_demos
https://oduerr.github.io/stat_demos/
This repository contains interactive demos for teaching statistics concepts.
## Explorative Data Analysis
- [Korrelationen](https://oduerr.github.io/stat_demos/korrelation.html) — Thanks to Jannis Bechtold
## Distributions
- [Distributions (interactive)](https://oduerr.github.io/stat_demos/interactive_distributions.html) — thanks to Georgios Gerontidis
- [Distributions (second version)](https://oduerr.github.io/stat_demos/distributions.html) — Jannis Bechtold
## Maximum Likelihood Estimation
- [MLE for Normal Distribution (μ, σ)](https://oduerr.github.io/stat_demos/normal_mle.html)
- [Logistic Regression (Challenger)](https://oduerr.github.io/stat_demos/logistic_regression.html)
- [Count Regression: Poisson & Negative Binomial](https://oduerr.github.io/stat_demos/poisson_nb_regression.html)
## Linear Regression
- [Linear MSE Error Approach](https://oduerr.github.io/stat_demos/lr/linear_regression_nn.html)