Question

Suppose the following data show the percentage of 17- to 24-year-olds who are attending college in several metropolitan statistical areas in four geographic regions of the United States.

Northeast	Midwest	South	West
28.7	36.0	60.0	16.0
40.2	34.0	36.4	34.1
32.0	22.3	27.9	22.7
45.8	43.5	41.5	12.0
32.6	32.4	34.4	43.4
15.1	57.6	19.2	26.6
36.7	31.5	30.9	58.0
36.2	64.4	67.4	14.2
38.2	27.4	32.7	36.3
57.9	56.2	29.2	28.6
60.5	79.4	39.9	16.8
	43.0	29.3	33.1
	75.3	30.2	52.2
	36.7	23.3	51.7
	28.7	33.2	25.1
	60.4	25.3	29.6
	57.7	53.8	27.0
	21.4	30.2	30.9
	28.7	41.1	22.4
	25.1	71.0	34.1
	74.6	22.9	32.8
	36.0	30.0	36.5
	28.1	31.2	33.5
	27.4	21.3	28.3
	32.0	31.0	22.5
	57.6	37.7
	28.3	41.0
	33.1	35.3
	39.9	21.0
	39.4	35.5
		26.0
		32.2

Use α = 0.05 to test whether the mean percentage of 17- to 24-year-olds who are attending college is the same for the four geographic regions.

State the null and alternative hypotheses.

H₀: μ_N ≠ μ_M ≠ μ_S ≠ μ_W
H_a: μ_N = μ_M = μ_S = μ_WH₀: μ_N = μ_M = μ_S = μ_W
H_a: μ_N ≠ μ_M ≠ μ_S ≠ μ_W     H₀: Not all the population means are equal.
H_a: μ_N = μ_M = μ_S = μ_WH₀: μ_N = μ_M = μ_S = μ_W
H_a: Not all the population means are equal.H₀: At least two of the population means are equal.
H_a: At least two of the population means are different.

Find the value of the test statistic. (Round your answer to two decimal places.)

Find the p-value. (Round your answer to three decimal places.)

p-value =

State your conclusion.

Reject H₀. There is not sufficient evidence to conclude that the percentage of 17- to 24-year-olds who are attending college is not the same for the four geographic regions.Reject H₀. There is sufficient evidence to conclude that the percentage of 17- to 24-year-olds who are attending college is not the same for the four geographic regions.     Do not reject H₀. There is sufficient evidence to conclude that the percentage of 17- to 24-year-olds who are attending college is not the same for the four geographic regions.Do not reject H₀. There is not sufficient evidence to conclude that the percentage of 17- to 24-year-olds who are attending college is not the same for the four geographic regions.

Answer 1

The statistical software output for this problem is :

H₀: μ_N = μ_M = μ_S = μ_W
H_a: Not all the population means are equal.

Test statistics = 3.21

P-value = 0.027

Reject H₀. There is sufficient evidence to conclude that the percentage of 17- to 24-year-olds who are attending college is not the same for the four geographic regions.