You are conducting a multinomial hypothesis test (αα = 0.05) for the claim that all 5 categories are equally likely to be selected. Complete the table.
Category | Observed Frequency |
Expected Frequency |
|
---|---|---|---|
A | 11 | ||
B | 20 | ||
C | 20 | ||
D | 7 | ||
E | 12 |
Report all answers accurate to three decimal places. But
retain unrounded numbers for future calculations.
What is the chi-square test-statistic for this data? (Report answer
accurate to three decimal places, and remember to use the unrounded
Pearson residuals in your calculations.)
χ2=
What are the degrees of freedom for this test?
d.f.=
What is the p-value for this sample? (Report answer accurate to
four decimal places.)
p-value =
Is the p-value less than αα?
This test statistic leads to a decision to...
As such, the final conclusion is that...
observed | expected | O - E | (O - E)² / E |
11 | 14.000 | -3.000 | 0.643 |
20 | 14.000 | 6.000 | 2.571 |
20 | 14.000 | 6.000 | 2.571 |
7 | 14.000 | -7.000 | 3.500 |
12 | 14.000 | -2.000 | 0.286 |
70 | 70.000 | 0.000 | 9.571 |
What is the chi-square test-statistic for this data? (Report
answer accurate to three decimal places, and remember to use the
unrounded Pearson residuals in your calculations.)
χ2= 9.571
What are the degrees of freedom for this test?
d.f.=4
What is the p-value for this sample? (Report answer accurate to
four decimal places.)
p-value = 0.0483
Is the p-value less than αα?
no
This test statistic leads to a decision to...
fail to reject the null
As such, the final conclusion is that...
There is not sufficient evidence to warrant rejection of the claim that all 5 categories are equally likely to be selected.
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