The manufacturer of children's raincoats wants to know if there is a preference among children for any specific color. The information below is the color preference for a sample of 57 children between the ages 6 and 10. |
Color | Frequency |
Blue | 24 |
Red | 7 |
Green | 10 |
Yellow | 16 |
(a) |
State the decision rule for 0.02 significance level. (Round your answer to 3 decimal places.) |
H0 : There is no preference for any color. | |
H1 : There is a preference for some color. |
Reject H0 if χ2> |
(b) | Compute the value of the test statistic. (Round your answer to 3 decimal places.) |
Value of the test statistic |
(c) | Is there any preference among children for any specific color? Use the 0.02 significance level. |
(Click to select)Do not rejectReject H0. There is (Click to select)a preferenceno preference among children for any specific color. |
Expected proportion = 1/4 =0.25
Category | Observed Frequency (O) | Expected Frequency (E) | (O-E)²/E |
Blue | 24 | 57 * 0.25 = 14.25 | (24 - 14.25)²/14.25 = 6.6711 |
Red | 7 | 57 * 0.25 = 14.25 | (7 - 14.25)²/14.25 = 3.6886 |
Green | 10 | 57 * 0.25 = 14.25 | (10 - 14.25)²/14.25 = 1.2675 |
Yellow | 16 | 57 * 0.25 = 14.25 | (16 - 14.25)²/14.25 = 0.2149 |
Total | 57 | 57 | 11.8421 |
a) Null and Alternative hypothesis:
H0 : There is no preference for any color.
H1 : There is a preference for some color.
df = n-1 = 3
Critical value:
χ²α = CHISQ.INV.RT(0.02, 3) = 9.8374
Reject Ho if χ² > 9.837
b) Test statistic:
χ² = ∑ ((O-E)²/E) = 11.842
c) Reject H0. There is a preference among children for any specific color.
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