A Random Sample of 25 Executives from Companies with Assets

Multiple Choice

A random sample of 25 executives from companies with assets over $1 million was selected and asked for their annual income and level of education. The following Excel printout summarized the results:

A) Since the calculated F-value is smaller than the F-critical value, there is a significant difference in the incomes of these 3 groups.
B) Since the calculated F-value is smaller than the F-critical value, there is no significant difference in the incomes of these three groups.
C) Since the P-value is 0.001, there is a 10% chance of these results happening when there is no significant difference in the incomes of these three groups.
D) Since the calculated F-value is larger than the F-critical value, and the P-value is so small, there is strong evidence to suggest that all three groups with different levels of education have the same incomes.
E) Since the calculated F-value is larger than the F-critical value, and the P-value is so small, there is strong evidence to suggest that the three groups with different levels of education do not all have the same incomes.