[All Steps] Estimate the simple linear regression equation relating female gender to GPA (consider GPA the dependent or outcome variable). ID Age Female
Question: Estimate the simple linear regression equation relating female gender to GPA (consider GPA the dependent or outcome variable).
| ID | Age | Female | Yr/school | GPA | Smoker | Exercise | Avd dr | coffee |
| 1 | 18 | 1 | Fr | 3/85 | 1 | 7 | 3 | 3 |
| 2 | 21 | 0 | Jr | 3.27 | 1 | 3 | 2 | 4 |
| 3 | 19 | 1 | So | 2.90 | 0 | 0 | 4 | 7 |
| 4 | 22 | 0 | Sr | 3.65 | 1 | 0 | 2 | 4 |
| 5 | 21 | 1 | Sr | 3.41 | 1 | 0 | 1 | 3 |
| 6 | 20 | 0 | Jr | 3.20 | 0 | 2 | 5 | 8 |
| 7 | 19 | 1 | Jr | 2.89 | 1 | 1 | 4 | 10 |
| 8 | 17 | 0 | Fr | 3.75 | 0 | 6 | 0 | 0 |
| 9 | 18 | 0 | So | 4.00 | 0 | 6 | 2 | 6 |
| 10 | 17 | 1 | So | 3.18 | 0 | 3 | 5 | 7 |
| 11 | 21 | 0 | Jr | 2.58 | 1 | 3 | 12 | 12 |
| 12 | 22 | 1 | Sr | 2.98 | 0 | 2 | 3 | 4 |
| 13 | 19 | 0 | Fr | 3.16 | 1 | 2 | 0 | 6 |
| 14 | 21 | 1 | Jr | 3.36 | 1 | 3 | 1 | 2 |
| 15 | 22 | 1 | So | 3.72 | 0 | 6 | 3 | 0 |
| 16 | 19 | 0 | So | 3.30 | 1 | 4 | 0 | 6 |
| 17 | 16 | 0 | Fr | 3.28 | 0 | 4 | 0 | 5 |
| 18 | 22 | 0 | Sr | 2.98 | 0 | 0 | 8 | 5 |
| 19 | 17 | 1 | Fr | 3.90 | 0 | 7 | 0 | 2 |
| 20 | 20 | 1 | Sr | 3.78 | 1 | 4 | 6 | 2 |
| 21 | 21 | 1 | So | 3.26 | 1 | 2 | 3 | 4 |
| 22 | 23 | 0 | Jr | 3.01 | 0 | 1 | 9 | 7 |
| 23 | 23 | 0 | Sr | 3.83 | 1 | 5 | 4 | 4 |
| 24 | 17 | 1 | Fr | 3.76 | 0 | 5 | 2 | 1 |
| 25 | 22 | 1 | Sr | 3.05 | 0 | 1 | 5 | 5 |
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