In: Statistics and Probability
The following data are the heights of fathers and their sons in
inches. The father's height is his height when he was the same age
as the son.
Father's Height |
Son's Height |
44 | 44 |
47 | 47 |
43 | 46 |
41 | 42 |
45 | 47 |
44 | 44 |
44 | 45 |
44 | 45 |
a. A geneticist might wonder if there is a tendency for tall
fathers to have tall sons and short fathers to have short sons.
Answer this question by computing the appropriate statistic and
testing it for statistical significance. (Hint: The statistic will
be much easier to compute if you subtract 40 from each of the
scores. Doing so will not affect the value of the statistic.)
b. Can you use the height of a father to predict the height of his
son? Compute the regression equation for predicting sons’ heights
from fathers’ heights. Use this equation to predict the height of a
son whose father is 46 inches tall.
c. If you had a father who had a height of 25" when he was the same
age as his son, should you use the regression equation to predict
the son’s height? Why or why not?
d. An environmentalist might wonder if there is a tendency for generations to get taller. Are sons taller than their fathers were at the same age? What statistical test would be most appropriate for answering this question. (Hint: You will need to recall some previous lessons to get this one correct.)