Fisher's Exact Test and the Hypergeometric Distribution
Fisher's exact test to determine if something is enriched or not. In this case, I wonder if I got an over abundance of blue m&m's.
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⚡
AI Lesson Summary
✦ V3 skills
🛠 Hands-on
This video teaches viewers how to use Fisher's exact test and the Hypergeometric distribution to determine if a sample is enriched, using an example with M&M's colors. The test calculates a p-value to assess the significance of the sample.
Key Takeaways
- Calculate the probability of getting a specific sequence of colors
- Calculate the probability of getting a specific combination of colors
- Use the Hypergeometric distribution to calculate the p-value
- Interpret the p-value to determine if the sample is enriched
💡 Fisher's exact test can be used to determine if a sample is enriched, and the Hypergeometric distribution is used to calculate the p-value.
More on: ML Maths Basics
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