Suppose that a researcher studying the weight of female college athletes wants to predict the weights based on height, measured in inches, and the percentage of body fat of an athlete. The researcher calculates the regression equation as (weight) = 3.135*(height) + 0.525*(percent body fat) - 84.235. If a female athlete is 62 inches tall, has a 22 percentage of body fat, and a weight of 236.359, the residual is 114.674. Choose the correct interpretation of the residual.

Question 12 options:

1)The weight of the athlete is 114.674 pounds less than what we would expect.

2)The weight of the athlete is 114.674 pounds larger than what we would expect.

3)The height of the athlete is 114.674 inches larger than what we would expect.

4)The height of the athlete is 114.674 inches less than what we would expect.

5)The weight of the athlete is 236.359 pounds larger than what we would expect.