a) Interpret the coefficients 33.73 is the y-intercept of the regression line . This coefficient has units of inches , and gives the extrapolated height of the son in the limit of a vanishingly short father (not a physically meaningful situation ). 0.516 is the slope of the regression line . This dimensionless coefficient gives the change in son height per unit change in father height