Question

In: Statistics and Probability

Charles Darwin (1876,The Effect of Cross- and Self-fertilization in the Vegetable Kingdom, 2nd Ed.,London: John Murray)...

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.

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