Hypothesis Testing
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01. Introduction
02. Hypothesis Testing
03. Setting Up Hypothesis Tests - Part I
04. Setting Up Hypotheses
05. Setting Up Hypothesis Tests - Part II
06. Quiz: Setting Up Hypothesis Tests
07. Types of Errors - Part I
08. Quiz: Types of Errors - Part I
09. Types of Errors - Part II
10. Quiz: Types of Errors - Part II(a)
11. Quiz: Types of Errors - Part II(b)
12. Types of Errors - Part III
13. Quiz: Types of Errors - Part III
14. Common Types of Hypothesis Tests
15. Quiz: More Hypothesis Testing Practice
16. How Do We Choose Between Hypotheses?
17. Video: Simulating from the Null
18. Notebook + Quiz: Simulating from the Null
19. Solution Notebook: Simulating from the Null
20. What is a p-value Anyway?
21. Video: Calculating the p-value
22. Quiz: What is a p-value Anyway?
23. Quiz: Calculating a p-value
24. Quiz: Calculating another p-value
25. Connecting Errors and P-Values
26. Conclusions in Hypothesis Testing
27. Quiz: Connecting Errors and P-Values
28. Notebook + Quiz: Drawing Conclusions
29. Solution Notebook: Drawing Conclusions
30. Other Things to Consider - Impact of Large Sample Size
31. Other Things to Consider - What If We Test More Than Once?
32. Other Things to Consider - How Do CIs and HTs Compare?
33. Notebook + Quiz: Impact of Sample Size
34. Solution Notebook: Impact of Sample Size
35. Notebook + Quiz: Multiple Tests
36. Solution Notebook: Multiple tests
37. Hypothesis Testing Conclusion
38. Quiz + Text: Recap
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34. Solution Notebook: Impact of Sample Size
Code
If you need a code on the
https://github.com/udacity
.
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