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https://github.com/shwetapardhi/assignment-3-q3-hypothesis-testing

Chi2 contengency independence test image of Buyer Ratio Assume Null Hypothesis as Ho: Independence of categorical variables (male-female buyer rations are similar across regions (does not vary and are not related) Thus Alternate Hypothesis as Ha: Dependence of categorical variables (male-female buyer rations are NOT similar across regions (does v
https://github.com/shwetapardhi/assignment-3-q3-hypothesis-testing

chi2-contingency contingency-analysis hypothesis-testing norm numpy pandas python scipy stats

Last synced: about 1 month ago
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Host: GitHub
URL: https://github.com/shwetapardhi/assignment-3-q3-hypothesis-testing
Owner: shwetapardhi
Created: 2024-05-05T21:34:49.000Z (10 months ago)
Default Branch: main
Last Pushed: 2024-05-05T21:43:37.000Z (10 months ago)
Last Synced: 2024-11-11T19:20:13.652Z (3 months ago)
Topics: chi2-contingency, contingency-analysis, hypothesis-testing, norm, numpy, pandas, python, scipy, stats
Language: Jupyter Notebook
Homepage:
Size: 38.1 KB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

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README

Chi2 contengency independence test

image of Buyer Ratio

Assume Null Hypothesis as Ho: Independence of categorical variables (male-female buyer rations are similar across regions (does not vary and are not related) Thus Alternate Hypothesis as Ha: Dependence of categorical variables (male-female buyer rations are NOT similar across regions (does vary and somewhat/significantly related)

Inference: As (p-value = 0.6603) > (α = 0.05); Accept the Null Hypothesis i.e. Independence of categorical variables Thus, male-female buyer rations are similar across regions and are not related