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THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION

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THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION:
Random samples of eight freshmen,eight sophomores,and eight juniors taking a business statistics class were drawn.The accompanying table shows scores on the final examination.
THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: Random samples of eight freshmen,eight sophomores,and eight juniors taking a business statistics class were drawn.The accompanying table shows scores on the final examination.    -Carry out a nonparametric test of the null hypothesis of equality of population mean examination scores for freshman,sophomore,and juniors.Use α = 0.05.
-Carry out a nonparametric test of the null hypothesis of equality of population mean examination scores for freshman,sophomore,and juniors.Use α = 0.05.


Definitions:

ROE

Return On Equity represents a financial performance metric that is obtained by dividing a company's net income by its shareholders' equity, demonstrating the company's effectiveness in using investor funds to grow earnings.

EPS

Earnings Per Share, a key indicator of a company's profitability, calculated by dividing the company's net income by its total number of outstanding shares.

DFL

Degree of Financial Leverage, a ratio measuring the sensitivity of a company's earnings per share to fluctuations in its operating income, due to changes in its capital structure.

Optimal Capital Structure

The most favorable blend of debt and equity financing that minimizes a company's cost of capital while maximizing its market value.

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