Listed below are amounts of strontium90 in millibecquerels o
Listed below are amounts of strontium-90 (in millibecquerels, or mBq, per gram of calcium) in a simple random sample of baby teeth obtained from Pennsylvania residents and New York residents born after 1979 (based on data from “An Unexpected Rise in Strontium-90 in U.S. Deciduous Teeth in the 1990s,”) by Mangano, et al., Science of the Total Environment). Use a 0.05 significance level to test the claim that the median amount of strontium-90 from Pennsylvania residents is the same as the median from New York residents. Use the Wilcoxon rank-sum test.
Pennsylvania:
155
142
149
130
151
163
151
142
156
133
138
161
New York:
133
140
142
131
134
129
128
140
140
140
137
143
| Pennsylvania: | 155 | 142 | 149 | 130 | 151 | 163 | 151 | 142 | 156 | 133 | 138 | 161 |
| New York: | 133 | 140 | 142 | 131 | 134 | 129 | 128 | 140 | 140 | 140 | 137 | 143 |
Solution
Correct Answer: Option (D)
high rank = 194.5 = W
mean = n1(n1+n2+1) /2 = 150
Variance = n1n2(n1+n2+1) / 12 =300
Z= (194.5 - 150) / sqrt(300) = 2.57
Critical z: ±1.96
P-value = P(z<-2.57) + P(z>2.57) = 0.0051+0.0051 = 0.0102
Since p-value is less than 0.05, reject the null hypothesis that the populations have the same median.
| Ranks | ||||
| Pennsylvania | New york | Pennsylvania | New york | |
| 1 | 155 | 133 | 22 | 5.5 |
| 2 | 142 | 140 | 15 | 11.5 |
| 3 | 149 | 142 | 18 | 15 |
| 4 | 130 | 131 | 3 | 4 |
| 5 | 151 | 134 | 19.5 | 7 |
| 6 | 163 | 129 | 24 | 2 |
| 7 | 151 | 128 | 19.5 | 1 |
| 8 | 142 | 140 | 15 | 11.5 |
| 9 | 153 | 140 | 21 | 11.5 |
| 10 | 133 | 140 | 5.5 | 11.5 |
| 11 | 138 | 137 | 9 | 8 |
| 12 | 161 | 143 | 23 | 17 |
| Total: | 194.5 | 105.5 |

