In: Statistics and Probability
Charles Darwin (1876,The Effect of Cross- and Self-fertilization in the Vegetable Kingdom, 2nd Ed.,London: John Murray) described the results of an experiment to compare the heights of cornplants grown from seeds that resulted from cross-fertilization, with the heights of corn plantsgrown from seeds that resulted from self-fertilization.The seeds were placed in four pots, along two rows in each pot: one row had seeds of one kind,and the other row had seeds of the other kind, so that the plants were arranged in pairs, eachpair comprising one plant grown from a cross-fertilized seed, and one plant grown from a self-fertilized seed. Here are the heights of the fully grown plants, expressed in inches (1 inch = 2.54centimeter):
Pot | Self | Cross |
1 | 139 | 188 |
1 | 163 | 96 |
1 | 160 | 168 |
2 | 160 | 176 |
2 | 147 | 153 |
2 | 149 | 172 |
3 | 149 | 177 |
3 | 122 | 163 |
3 | 132 | 146 |
3 | 144 | 173 |
3 | 130 | 186 |
4 | 144 | 168 |
4 | 102 | 177 |
4 | 124 | 184 |
4 | 144 | 96 |
The 15 self-fertilized plants had average height 140.6 inches, and standard deviation 16.4 inches.The 15 cross-fertilized plants had average height 161.5 inches, and standard deviation 28.9 inches.The average of the 15 differences in height between cross- and self-fertilized plants was 20.9inches, and the standard deviation of the same differences was 37.7 inches.
(a) Perform a Student?test of whether the mean heights are the same or different, disregardingthe pots the plants were planted in, and treating the self-fertilized and the cross-fertilizedplants as two independent samples.
b) Perform a Student?test of whether the mean heights are the same or different, again dis-regarding the pots the plants were planted in, but now using only the differences in heightbetween the plants in each pair.
(c) In (a), replace the Student?test by the Mann-Whitney test.
(d) In (b), replace the Student?test by the sign test.
(e) Compare the results.
Answer with formula and details and explanation.