In: Statistics and Probability
You are the foreman of the Bar-S cattle ranch in Colorado. A neighboring ranch has calves for sale, and you are going to buy some calves to add to the Bar-S herd. How much should a healthy calf weigh? Let x be the age of the calf (in weeks), and let y be the weight of the calf (in kilograms).
x | 1 | 2 | 10 | 16 | 26 | 36 |
y | 42 | 46 | 75 | 100 | 150 | 200 |
given Σx = 91, Σy = 613, Σx2 = 2333, Σy2 = 82,005, Σxy = 13,584, and r ≈ 0.998.
Find x, and y. Then find the equation of the least-squares line = a + bx. (Round your answers for x and y to two decimal places. Round your answers for a and b to three decimal plac
=
+ ?? x
Find the value of the coefficient of determination r2. What percentage of the variation in y can be explained by the corresponding variation in x and the least-squares line? What percentage is unexplained? (Round your answer for r2 to three decimal places. Round your answers for the percentages to one decimal place.)
r2 = | |
explained | ? % |
unexplained | ? % |
(f) The calves you want to buy are 16 weeks old. What does the
least-squares line predict for a healthy weight? (Round your answer
to two decimal places.)
? kg