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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.

  1. 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.
  2. Add other variables to the model one by one until you get the best model. Then report your findings:
    1. 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.
    2. 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.
    3. 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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