Python Tutorial: Creating Bootstrap Confidence Intervals
Автор: Rosie's STEM
Загружено: 2024-05-04
Просмотров: 1363
In this video, we continue exploring the bootstrap confidence interval with an example in Python.
Whether you're new to bootstrapping or looking to deepen your understanding, this video is packed with valuable insights to enhance your statistical knowledge. Watch now and unlock the power of bootstrapping in your data science journey!
You can find the Jupyter Notebook used in this video here: https://github.com/amandakube/rosies_...
Also, don't forget to like, share, and subscribe to Rosie's STEM for more math tutorials!
Chapters
00:00 Introduction
00:14 Modules and Data
00:56 My Point Estimate
01:58 Bootstrapping
03:20 A Single Bootstrap Sample
04:50 Multiple Bootstrap Samples
08:40 Percentiles and Quantiles in Python
12:04 Our Confidence Interval
12:56 Percentile Bootstrap
13:56 Our CI Explained
14:55 Conclusion
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