The following table is from the publication of Vital and Health Statistics from the Centers for Disease Control and Prevention/National Center for Health Statistics. The individuals in the following table have an eye irritation, a nose irritation, or a throat irritation. They have only one of the three. Is there sufficient evidence to reject the hypothesis that the type of ear, nose, or throat irritation is independent of the age group at a level of significance equal to .05?
Age (years) | ||||
Type of Irritation | 18-29 | 30-44 | 45-64 | 65 and Older |
Eye | 427 | 570 | 330 | 59 |
Nose | 921 | 1303 | 806 | 108 |
Throat | 259 | 326 | 172 | 25 |
(a) Find the test statistic. (Give your answer correct to two
decimal places.)
(ii) Find the p-value. (Give your answer bounds
exactly.)
_____< p <_____
(b) State the appropriate conclusion.
Reject the null hypothesis, there is significant evidence that this sample contradicts the claim of independence. Reject the null hypothesis, there is not significant evidence that this sample contradicts the claim of independence. Fail to reject the null hypothesis, there is significant evidence that this sample contradicts the claim of independence. Fail to reject the null hypothesis, there is not significant evidence that this sample contradicts the claim of independence.
You may need to use the appropriate table in Appendix B to answer
this question.
applying chi square test:
Expected | Ei=row total*column total/grand total | 18-29 | 30-44 | 45-64 | 65 and older | Total |
Eye | 419.77 | 574.41 | 341.67 | 50.15 | 1386 | |
Nose | 950.39 | 1300.50 | 773.56 | 113.55 | 3138 | |
Throat | 236.84 | 324.09 | 192.77 | 28.30 | 782 | |
total | 1607 | 2199 | 1308 | 192 | 5306 | |
chi square χ2 | =(Oi-Ei)2/Ei | 18-29 | 30-44 | 45-64 | 65 and older | Total |
Eye | 0.1245 | 0.0338 | 0.3984 | 1.5606 | 2.117 | |
Nose | 0.9088 | 0.0048 | 1.3605 | 0.2713 | 2.545 | |
Throat | 2.0734 | 0.0113 | 2.2386 | 0.3842 | 4.707 | |
total | 3.107 | 0.050 | 3.997 | 2.216 | 9.370 |
i)from above test statistic =9.370
ii)
0.10 < p value <0.20
b)
Fail to reject the null hypothesis, there is not significant evidence that this sample contradicts the claim of independence.
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