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https://github.com/shwetapardhi/assignment-03-q5--hypothesis-testing
Chi2 contengency independence test Q5. Fantaloons Sales managers commented that % of males versus females walking in to the store differ based on day of the week. Analyze the data and determine whether there is evidence at 5 % significance level to support this hypothesis. Assume Null Hypothesis as Ho: Independence of categorical variables (% of
https://github.com/shwetapardhi/assignment-03-q5--hypothesis-testing
alternate-hypothesis chi2-contingency contingency-analysis hypothesis-testing null-hypothesis numpy pandas python scipy significance-testing stats
Last synced: about 1 month ago
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Chi2 contengency independence test Q5. Fantaloons Sales managers commented that % of males versus females walking in to the store differ based on day of the week. Analyze the data and determine whether there is evidence at 5 % significance level to support this hypothesis. Assume Null Hypothesis as Ho: Independence of categorical variables (% of
- Host: GitHub
- URL: https://github.com/shwetapardhi/assignment-03-q5--hypothesis-testing
- Owner: shwetapardhi
- Created: 2024-05-05T23:38:02.000Z (7 months ago)
- Default Branch: main
- Last Pushed: 2024-05-05T23:38:53.000Z (7 months ago)
- Last Synced: 2024-10-15T17:29:47.967Z (about 1 month ago)
- Topics: alternate-hypothesis, chi2-contingency, contingency-analysis, hypothesis-testing, null-hypothesis, numpy, pandas, python, scipy, significance-testing, stats
- Language: Jupyter Notebook
- Homepage:
- Size: 3.91 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Assignment-03-Q5--Hypothesis-Testing
Chi2 contengency independence testQ5. Fantaloons Sales managers commented that % of males versus females walking in to the store differ based on day of the week. Analyze the data and determine whether there is evidence at 5 % significance level to support this hypothesis.
Assume Null Hypothesis as Ho: Independence of categorical variables (% of males versus females walking in to the store does not differ based on day of the week) Thus, Alternative hypothesis as Ha Dependence of categorical variables (% of males versus females walking in to the store does differ based on day of the week)
Inference: As (p_value = 0) < (α = 0.05); Reject Null Hypothesis i.e. Dependence of categorical variables Thus, % of males versus females walking in to the store does differ based on day of the week