Question: Run a multiple regression where the dependent variable is ratings and the independent variables are star and fact. Use data from CBC only. CBC Management
- Run a multiple regression where the dependent variable is ratings and the independent variables are star and fact. Use data from CBC only. CBC Management has several questions:
- Which has more impact on a movies rating: Being fact-based or having one star? How much does each of these factors change the ratings?
- How well does this regression analysis explain the ratings? Justify your answers referring to the relevant figures.
- Are either, both, or neither of the independent variables significantly related to the ratings at 95% confidence? Justify your answers referring to the relevant figures.
( use this information to perform regression statistics )
| Ratings ( Y) | Facts ( X1) | Stars ( X2) |
| 14 | 0 | 1 |
| 11.3 | 1 | 0 |
| 12.4 | 0 | 1 |
| 12.9 | 1 | 0 |
| 13.2 | 1 | 0 |
| 12.8 | 1 | 0 |
| 12.4 | 1 | 1 |
| 13.2 | 0 | 1 |
| 17.5 | 1 | 0 |
| 11.6 | 0 | 0 |
| 12.1 | 0 | 0 |
| 15.6 | 0 | 0 |
| 12.1 | 0 | 1 |
| 11.8 | 0 | 0 |
| 12.3 | 0 | 0 |
| 14.2 | 1 | 1 |
| 11.6 | 0 | 0 |
| 13.3 | 1 | 0 |
| 13.6 | 1 | 0 |
| 12.4 | 0 | 1 |
| 13.8 | 1 | 0 |
| 11.9 | 1 | 0 |
| 14.6 | 0 | 0 |
| 15.8 | 1 | 1 |
| 15.4 | 0 | 1 |
| 12.8 | 0 | 1 |
| 12.8 | 0 | 0 |
| 15.1 | 0 | 0 |
| 11.4 | 0 | 1 |
| 19.1 | 1 | 0 |
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