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In what ways are companies that fail different from those that continue to do business? To answer this question, one study compared various characteristics of active and failed retail firms. One of the variables was the cash flow margin. Roughly speaking, this is a measure of how efficiently a company converts its sales dollars to cash and is a key profitability measure. The higher the percentage, the more profitable the company.
The data for 40 companies is given in Excel under ACTIVE VERSUS FAILED RETAIL COMPANIES sheet.
You will compare the mean cash flow margin for the two groups of firms using a significance test. The question of interest is whether the mean cash flow margin is different for the two groups.
We assume that the population variances are equal and α = 0.01 for significance test.
a) What critical value is associated with the 0.01 level of significance? Be sure and include whether this critical value is a z or t value and, if appropriate, include the degrees of freedom associated with this statistical test.
b) What is the calculated value of the test statistic?
c) What decision should be made regarding the null hypothesis?
d) Provide a brief conclusion regarding your findings.
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