In this problem, assume that the distribution of differences is approximately normal. Note: For degrees of freedom d.f.
Posted: Wed Jul 06, 2022 12:11 pm
question is to look at row B, the annual company percentage increase in revenue, versus row A, the CEO's annual percentage salary increase in that same company. Suppose a random sample of companies yielded the following data: B: Percent increase for company A: Percent increase for CEO o USE SALT 24 25 27 18 State the null and alternate hypotheses. Ho: Md = 0; Hqi Hd < O o Hoi Ho=0; Hội ng20 o Hoi Hy>0; H: Mg=0 o Hoi My = 0; Hing=0 Hoi My #0; Hing=0 6 21 23 22 14 -4 4 Do these data indicate that the population mean percentage increase in corporate revenue (row B) is different from the population mean percentage increase in CEO salary? Use a 5% level of significance. (Let d = B − A.) (a) What is the level of significance? 21 37 19 15 30 (b) What sampling distribution will you use? What assumptions are you making? O The Student's t. We assume that d has an approximately uniform distribution. The standard normal. We assume that d has an approximately uniform distribution. O The standard normal. We assume that d has an approximately normal distribution. O The Student's t. We assume that d has an approximately normal distribution. What is the value of the sample test statistic? (Round your answer to three decimal places.)
(c) Find (or estimate) the P-value. O P-value > 0.500 O 0.250 < P-value < 0.500 O 0.100 < P-value < 0.250 O 0.050 < P-value < 0.100 O 0.010 < P-value < 0.050 O P-value < 0.010 Sketch the sampling distribution and show the area corresponding to the P-value. 2 4 2 4 -4 -2 (d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis? Are the data statistically significant at level a? O Since the P-value ≤ a, we reject Ho. The data are statistically significant. O Since the P-value > a, we fail to reject Ho. The data are not statistically significant. O Since the P-value > a, we reject Ho. The data are not statistically significant. O Since the P-value ≤ a, we fail to reject Ho. The data are statistically significant. 0 2 4 ⒸO-4 (e) Interpret your conclusion in the context of the application. O Reject Ho. At the 5% level of significance, the evidence is insufficient to claim a difference in population mean percentage increases for corporate revenue and CEO salary. O Fail to reject Ho. At the 5% level of significance, the evidence is sufficient to claim a difference in population mean percentage increases for corporate revenue and CEO salary. O Fail to reject Ho. At the 5% level of significance, the evidence is insufficient to claim a difference in population mean percentage increases for corporate revenue and CEO salary. O Reject Ho. At the 5% level of significance, the evidence is sufficient to claim a difference in population mean percentage increases for corporate revenue and CEO salary. -2 0 2 Ⓡ
In this problem, assume that the distribution of differences is approximately normal. Note: For degrees of freedom d.f. not in the Student's t table, use the closest d.f. that is smaller. In some situations, this choice of d.f. may increase the P-value by a small amount and therefore produce a slightly more "conservative" answer. Are America's top chief executive officers (CEOS) really worth all that money? One way to answer this (c) Find (or estimate) the P-value. O P-value > 0.500 O 0.250 < P-value < 0.500 O 0.100 < P-value < 0.250 O 0.050 < P-value < 0.100 O 0.010 < P-value < 0.050 O P-value < 0.010 Sketch the sampling distribution and show the area corresponding to the P-value. 2 4 2 4 -4 -2 (d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis? Are the data statistically significant at level a? O Since the P-value ≤ a, we reject Ho. The data are statistically significant. O Since the P-value > a, we fail to reject Ho. The data are not statistically significant. O Since the P-value > a, we reject Ho. The data are not statistically significant. O Since the P-value ≤ a, we fail to reject Ho. The data are statistically significant. 0 2 4 ⒸO-4 (e) Interpret your conclusion in the context of the application. O Reject Ho. At the 5% level of significance, the evidence is insufficient to claim a difference in population mean percentage increases for corporate revenue and CEO salary. O Fail to reject Ho. At the 5% level of significance, the evidence is sufficient to claim a difference in population mean percentage increases for corporate revenue and CEO salary. O Fail to reject Ho. At the 5% level of significance, the evidence is insufficient to claim a difference in population mean percentage increases for corporate revenue and CEO salary. O Reject Ho. At the 5% level of significance, the evidence is sufficient to claim a difference in population mean percentage increases for corporate revenue and CEO salary. -2 0 2 Ⓡ