10. Based on the charts above, why is height not a significant determinant of earnings once gender is included in the regression?

Gender has only two values, one or zero.

With only 39 observations, not enough data is available to determine the answer.

Height has a non-linear relationship with earnings.

The regression attributes all the variation in earnings to height in the absence of gender.