F-Test Two-Sample for Variances - Ethical Scores Unverified DiamondsVerified DiamondsMean7.8117647068.7Variance0.4879551820.281355932Observations8560df8459F1.734298539 P(F variance of variable 2, which is the case 0.49>0.28. Otherwise, variables must be swapped.

F-Test Two-Sample for Variances - Ethical Scores Unverified DiamondsVerified DiamondsMean7.8117647068.7Variance0.4879551820.281355932Observations8560df8459F1.734298539 P(F<=f) one-tail0.013176198 F Critical one-tail1.500702791 Variance of variable 1 must > variance of variable 2, which is the case 0.49>0.28. Otherwise, variables must be swapped. F>F Critical one-tail (1.73>1.50); hence, Variances are not equal and t-test for unequal variances should be used. t-Test: Two-Sample Assuming Unequal Variances - Ethical Scores Unverified DiamondsVerified DiamondsMean7.8117647068.7Variance0.4879551820.281355932Observations8560Hypothesized Mean Difference0 df142 t Stat-8.697364008 P(T<=t) one-tail3.80569E-15 t Critical one-tail1.655655173 P(T<=t) two-tail7.61138E-15 t Critical two-tail1.976810994 (For t-test, the order of variables does not matter)

Task 3: Prepare and interpret the results of a numerical analysis above to determine if there is a potential relationship between Louis Edgars ethical score and the following: (a) Total Sales (b) Gross Profit Margin (c) Satisfaction Score (d) Brand Loyalty Include the results of your analysis in your response (for example, in a table).