Use the following to answer 5 - 8.
Among the four northwestern states, Washington has 51% of the total population, Oregon has 30%, Idaho has 11%, and Montana has 8%. A market researcher selects a sample of 1000 subjects, with 450 in Washington, 340 in Oregon, 150 in Idaho, and 60 in Montana. At the .05 significance level, test the claim that the sample of 1000 subjects has distribution that agrees with the distribution of state populations.
Which of the following is the correct statement for the claim?
H1: At least one of the percentages is different.
Ho: Wa = .51, Or = .3, Id = .11, Mn= .08
H1: Wa = .51, Or = .3, Id = .11, Mn= .08
Ho: At least one of the percentages is different
Question 6
The test statistic is:
Group of answer choices
17.455
26.963
33.942
31.938
Question 7
The p-value is:
.000000238
.000000539
.263122245
.000000989
Question 8
The conclusion for this test is:
Fail to reject Ho which says that there is sufficient evidence to support the claim of the same distribution
Reject Ho which says there is sufficient evidence to warrant rejection of the claim of the same distribution
Reject Ho which says there is sufficient evidence to support the claim of the same distribution
Fail to reject Ho which says there is sufficient evidence to warrant rejection of the claim of the same distribution
Solution :
Question 5 :
Null Hypothesis :
H0: Wa = .51, Or = .3, Id = .11, Mn= .08
Alternative Hypothesis :
H1: At least one of the percentages is different.
Question 6
test statistic:
States | percentage | Observed | Expected | (Observed - Expected) | ((Observed - Expected)^2) / (Expected) |
Washington | 51% = 0.51 | 450 | 0.51 * 1000 = 510 | -60 | 7.058824 |
Oregon | 30% = 0.30 | 340 | 0.30 * 1000 = 300 | 40 | 5.333333 |
Idaho | 11% = 0.11 | 150 | 0.11 * 1000 = 110 | 40 | 14.54545 |
Montana | 8%= 0.08 | 60 | 0.08 * 1000 = 80 | -20 | 5 |
Sum = 31.93761 |
Test Statistic = 31.938 (Option D)
Question 7:
=CHIDIST(31.938,3)
P value : 0.000000539
Option B
Question 8 :
P-value < alpha
So, reject H0 (Null Hypothesis)
Reject Ho which says there is sufficient evidence to warrant rejection of the claim of the same distribution.
Option B
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