https://github.com/kamicollo/blog-posts
Code behind aurimas.eu blog posts
https://github.com/kamicollo/blog-posts
ab-testing analytics bayesian blog data-science data-visualization statistics
Last synced: 5 months ago
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Code behind aurimas.eu blog posts
- Host: GitHub
- URL: https://github.com/kamicollo/blog-posts
- Owner: kamicollo
- Created: 2023-04-24T02:04:22.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2024-04-08T03:32:29.000Z (about 2 years ago)
- Last Synced: 2024-04-09T02:12:46.473Z (about 2 years ago)
- Topics: ab-testing, analytics, bayesian, blog, data-science, data-visualization, statistics
- Language: HTML
- Homepage: https://aurimas.eu
- Size: 19.1 MB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Code behind blog posts
1. Introduction to Gaussian Processes: exploring Gaussian Processes with Lithuanian weather forecast data. [[blog post](https://aurimas.eu/blog/2022/03/intro-to-gaussian-processes/)] [[code](gaussian-process-intro)]
2. Modelling tenure effects the Bayesian way. [[blog post](https://aurimas.eu/blog/2023/04/modeling-tenure-effects-the-bayesian-way/)] [[code](tenure-effects)]
3. Estimating home court advantage in Lithuanian basketball League. [[blog post](https://aurimas.eu/blog/2023/06/estimating-home-court-advantage-in-lithuanian-basketball-league-with-gaussian-processes/)] [[code](home-court-advantage)]
4. Misinterpretations and practical challenges of classical null hypothesis testing in experiments. [[blog post](https://aurimas.eu/blog/2023/02/getting-faster-to-decisions-in-a-b-tests-part-2-misinterpretations-and-practical-challenges-of-classical-hypothesis-testing/)] [[code](nht-pitfalls)]
5. A/B testing, zero-inflated (truncated) distributions and power. [[blog post](https://aurimas.eu/blog/2022/11/a-b-testing-zero-inflated-truncated-distributions-and-power/) [[code](zero-inflated-power)]
6. Football field charts in Power BI using R [[blog post](http://aurimas.eu/blog/2021/05/football-field-variable-width-bar-charts/) [[code](football-field-charts)]