In: Statistics and Probability
An auto manufacturing company wanted to investigate how the price of one of its car models depreciates with age. The research department at the company took a sample of eight cars of this model and collected the following information on the ages (in years) and prices (in hundreds of dollars) of these cars.
Age |
8 |
3 |
6 |
9 |
2 |
5 |
6 |
3 |
Price |
18 |
96 |
48 |
22 |
149 |
40 |
35 |
98 |
Compute the coefficient of determination.
Round your answer to two decimal places.
The coefficient of determination is _____
Solution:
X | Y | XY | X^2 | Y^2 |
8 | 18 | 144 | 64 | 324 |
3 | 96 | 288 | 9 | 9216 |
6 | 48 | 288 | 36 | 2304 |
9 | 22 | 198 | 81 | 484 |
2 | 149 | 298 | 4 | 22201 |
5 | 40 | 200 | 25 | 1600 |
6 | 35 | 210 | 36 | 1225 |
3 | 98 | 294 | 9 | 9604 |
n | 8 |
sum(XY) | 1920.00 |
sum(X) | 42.00 |
sum(Y) | 506.00 |
sum(X^2) | 264.00 |
sum(Y^2) | 46958.00 |
Numerator | -5892.00 |
Denominator | 6452.17 |
r | -0.9132 |
r square | 0.8339 |
Xbar(mean) | 5.2500 |
Ybar(mean) | 63.2500 |
SD(X) | 2.5000 |
SD(Y) | 46.4414 |
b | -16.9310 |
a | 152.1379 |
The coefficient of determination is,
r2 = 0.83