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The datafile named Stroke will be used for this project. Use Risk as the dependent variable. Start with a simple linear regression equation using one
The datafile named Stroke will be used for this project. Use Risk as the dependent variable.
- Start with a simple linear regression equation using one of the other variables as an independent variable. Test the model and report your findings with regards to whether the model can be established and how good it is in terms of fit.
- Add other variables to the model one by one until you get the best model. Then report your findings:
- What are your steps? Report what you do in each step. For example, in step 2, you have added another variable to the model. In another step, you have recoded a variable, etc.
- Report the comparisons of the key indicators from the model test results that are used to show whether adding a new variable to the model is good or not. Use a table to present these comparisons.
- What is your conclusion after doing the comparisons?
STROKE DATA
Risk | Age | Blood Pressure | Smoker |
12 | 57 | 152 | No |
24 | 67 | 163 | No |
13 | 58 | 155 | No |
56 | 86 | 177 | Yes |
28 | 59 | 196 | No |
51 | 76 | 189 | Yes |
18 | 56 | 155 | Yes |
31 | 78 | 120 | No |
37 | 80 | 135 | Yes |
15 | 78 | 98 | No |
22 | 71 | 152 | No |
36 | 70 | 173 | Yes |
15 | 67 | 135 | Yes |
48 | 77 | 209 | Yes |
15 | 60 | 199 | No |
36 | 82 | 119 | Yes |
8 | 66 | 166 | No |
34 | 80 | 125 | Yes |
3 | 62 | 117 | No |
37 | 59 | 207 | Yes |
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