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Chi2 contengency independence test. 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.

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python chi2-contingency contingency-analysis scipy pandas numpy stats significance-testing hypothesis-testing null-hypothesis

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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

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