[All Steps] Answer Exercise 4 on page 201 of Dielman - provide summary details of 3 models investigated and show all your calculation s. Computer Repair.
Question: Answer Exercise 4 on page 201 of Dielman – provide summary details of 3 models investigated and show all your calculation s.
Computer Repair. A computer repair service is examining the time taken on service calls to repair computers. Data are obtained for 30 service calls.
| Number | Experience | Time |
| 1 | 9 | 66 |
| 1 | 11 | 74 |
| 3 | 11 | 88 |
| 4 | 8 | 99 |
| 6 | 9 | 134 |
| 6 | 9 | 120 |
| 7 | 10 | 178 |
| 8 | 9 | 139 |
| 9 | 8 | 187 |
| 11 | 10 | 227 |
| 11 | 10 | 225 |
| 12 | 7 | 270 |
| 13 | 9 | 265 |
| 14 | 9 | 301 |
| 15 | 10 | 343 |
| 16 | 11 | 383 |
| 17 | 10 | 383 |
| 20 | 9 | 515 |
| 19 | 9 | 474 |
| 20 | 9 | 495 |
| 22 | 9 | 628 |
| 22 | 9 | 636 |
| 23 | 10 | 660 |
| 24 | 10 | 731 |
| 25 | 11 | 752 |
| 26 | 8 | 800 |
| 27 | 10 | 863 |
| 28 | 9 | 918 |
| 29 | 9 | 976 |
| 30 | 10 | 1027 |
X1 = number of machines to be repaired (NUMBER)
X2 = years of experience of service person (EXPER)
y = time taken (in minutes) to provide service (TIME)
Develop a polynomial regression model to predict average time on the service calls using EXPER and NUMBER as explanatory variables. Justify your model choice including transformations of any variables.
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