Question: Winning marathon times. In Chance (Winter 2000), statistician Howard Wainer and two students compared men's and women's winning times in the Boston Marathon. One of the graphs used to illustrate gender differences is reproduced at right. The scatterplot graphs the winning times (in minutes) against the year in which the race was run. Men's times are represented by solid dots and women's times by open circles.
(a) Consider only the winning times for men. Is there evidence of a linear trend? If so, propose a straight-line model for predicting winning time (y) based on year (x). Would you expect the slope of this line to be positive or negative?
(b) Repeat part b for women's times.
(c) Which slope, men's or women's, will be greater in absolute value?
(d) Would you recommend using the straight-line models to predict the winning time in the 2020 Boston Marathon? Why or why not?