In: Statistics and Probability
Consumers Union provides ratings on a large variety of consumer products. They use sophisticated testing methods as well as surveys of their members to create these ratings.
One recent article rated laundry detergents on a scale from 1 to 100. Here are the ratings along with the price per load, in cents, for 24 laundry detergents:
| Rating | Price (cents) |
| 60 | 18 |
| 55 | 30 |
| 48 | 16 |
| 46 | 13 |
| 35 | 8 |
| 32 | 5 |
| 59 | 22 |
| 52 | 23 |
| 46 | 15 |
| 46 | 13 |
| 34 | 12 |
| 29 | 14 |
| 56 | 22 |
| 51 | 11 |
| 48 | 18 |
| 45 | 17 |
| 33 | 7 |
| 26 | 11 |
| 55 | 17 |
| 50 | 15 |
| 46 | 13 |
| 36 | 8 |
| 32 | 6 |
| 26 | 13 |
Use these data to compute the correlation between rating and the price per load.
(Use decimal notation. Give your answer to three decimal places.)
| Rating (X) | Price (cents) (Y) | X * Y | X2 | Y2 | |
| 60 | 18 | 1080 | 3600 | 324 | |
| 55 | 30 | 1650 | 3025 | 900 | |
| 48 | 16 | 768 | 2304 | 256 | |
| 46 | 13 | 598 | 2116 | 169 | |
| 35 | 8 | 280 | 1225 | 64 | |
| 32 | 5 | 160 | 1024 | 25 | |
| 59 | 22 | 1298 | 3481 | 484 | |
| 52 | 23 | 1196 | 2704 | 529 | |
| 46 | 15 | 690 | 2116 | 225 | |
| 46 | 13 | 598 | 2116 | 169 | |
| 34 | 12 | 408 | 1156 | 144 | |
| 29 | 14 | 406 | 841 | 196 | |
| 56 | 22 | 1232 | 3136 | 484 | |
| 51 | 11 | 561 | 2601 | 121 | |
| 48 | 18 | 864 | 2304 | 324 | |
| 45 | 17 | 765 | 2025 | 289 | |
| 33 | 7 | 231 | 1089 | 49 | |
| 26 | 11 | 286 | 676 | 121 | |
| 55 | 17 | 935 | 3025 | 289 | |
| 50 | 15 | 750 | 2500 | 225 | |
| 46 | 13 | 598 | 2116 | 169 | |
| 36 | 8 | 288 | 1296 | 64 | |
| 32 | 6 | 192 | 1024 | 36 | |
| 26 | 13 | 338 | 676 | 169 | |
| Total | 1046 | 347 | 16172 | 48176 | 5825 |

r = 0.725