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

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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
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• Open Issues: 0
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  • Readme: README.md

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# 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 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