The number of internal disk drives in millions made at a pla
The number of internal disk drives (in millions) made at a plant in Taiwan during the past 5 years follows: Disk Drives 140 156 190 200 216 Year 4 a) Using simple linear regression, the forecast for the number of disk drives to be made next year - 238.8 disk drives (round your response to one decimal place) b) The mean squared error (MSE) when using simple linear regression = 25.92 drive\' (round your response to one decimal place) c) The mean absolute percentage error (MAPE) when using simple linear regressions | % (round your response to one decimal place)
Solution
difference in percentage
| year | disk drives | estimated | difference | difference square | difference in percentage | |
| 1 | 140 | 141.2 | 1.20 | 1.44 | 0.86% | |
| 2 | 156 | 160.8 | 4.80 | 23.04 | 3.08% | |
| 3 | 190 | 180.4 | -9.60 | 92.16 | 5.05% | |
| 4 | 200 | 200 | 0.00 | 0 | 0.00% | |
| 5 | 216 | 219.6 | 3.60 | 12.96 | 1.67% | |
| regression equation | 19.6 | 121.6 | MAPE | 2.13% | ||
