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 | 5 | 11 | 16 | 26 | 36 |
---|---|---|---|---|---|---|
y | 39 | 47 | 73 | 100 | 150 | 200 |
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? (For each answer, enter a number. Round your answer for r2 to three decimal places. Round your answers for the percentages to one decimal place.)
r2 =
explained = %
unexplained = %
The calves you want to buy are 22 weeks old. What does the least-squares line predict for a healthy weight (in kg)?