Question: Simple Regression Modeling Steps- Attach scatter chart Open the Excel worksheet containing your Team Project Data. As you learned in Module 2, run a simple
Simple Regression Modeling Steps- Attach scatter chart
- Open the Excel worksheet containing your Team Project Data.
- As you learned in Module 2, run a simple linear regression model using the independent numerical variable whose Excel worksheet column is highlighted in DARK ORANGE WorkHrs as the predictor of Y the YELLOW Salary Excel column.
- Cut and paste into your report the scatter plot and the Excel Regression Output for this simple linear regression model.
- Write the sample regression equation.
- Interpret the meaning of the Y-intercept and slope for your fitted model.
- Interpret the meaning of the coefficient of determination r 2 .
- Interpret the meaning of the standard error of the estimate SYX .
- Obtain the residual plots and cut and paste them into the report. Briefly comment on the appropriateness of your fitted model.
- (1) If the assumptions are met and the fitted model is appropriate,continue to Step 2G.
- (2) If any of the linearity, normality, or equality of variance assumptions are problematic state this but continue to Step 2G. Note -- you do not need to check the assumption of independence in your project. (That assumption is automatically met because your project is not time-dependent).
- Comment on the statistical significance of your fitted model
- Comment on the 95% confidence interval estimate on the average impact on the response variable for each unit increase in the predictor variable.
- Select a value for your independent variable in its relevant range:
- Predict -Reference; Unknown -NO SOURCE PROVIDED
| Salary | WorkHrs |
| 125.3 | 55 |
| 64.8 | 40 |
| 32.3 | 40 |
| 57.1 | 40 |
| 97.3 | 50 |
| 61.4 | 30 |
| 122.6 | 60 |
| 44.0 | 40 |
| 102.7 | 44 |
| 42.6 | 40 |
| 53.0 | 40 |
| 20.8 | 50 |
| 53.3 | 30 |
| 54.1 | 55 |
| 40.3 | 45 |
| 68.3 | 40 |
| 23.5 | 40 |
| 26.2 | 45 |
| 42.1 | 40 |
| 77.9 | 50 |
| 29.4 | 35 |
| 24.6 | 40 |
| 85.9 | 48 |
| 21.4 | 45 |
| 121.0 | 50 |
| 44.2 | 40 |
| 58.1 | 45 |
| 48.5 | 32 |
| 66.4 | 62 |
| 51.5 | 40 |
| 36.0 | 40 |
| 32.2 | 40 |
| 81.0 | 50 |
| 90.7 | 72 |
| 26.4 | 30 |
| 69.3 | 40 |
| 35.2 | 40 |
| 20.3 | 35 |
| 66.1 | 40 |
| 86.7 | 48 |
| 80.0 | 40 |
| 37.8 | 55 |
| 62.4 | 40 |
| 49.4 | 40 |
| 51.7 | 40 |
| 28.6 | 40 |
| 63.7 | 35 |
| 87.4 | 40 |
| 30.1 | 50 |
| 63.4 | 59 |
| 124.8 | 40 |
| 103.2 | 45 |
| 65.3 | 40 |
| 62.7 | 50 |
| 33.8 | 42 |
| 45.4 | 50 |
| 24.0 | 40 |
| 46.7 | 32 |
| 36.8 | 40 |
| 32.0 | 40 |
| 42.9 | 40 |
| 21.5 | 40 |
| 38.2 | 41 |
| 30.2 | 50 |
| 58.1 | 44 |
| 82.9 | 35 |
| 35.4 | 32 |
| 36.0 | 40 |
| 61.1 | 40 |
| 59.7 | 55 |
| 82.9 | 40 |
| 68.0 | 40 |
| 71.0 | 55 |
| 80.8 | 50 |
| 130.7 | 70 |
| 88.5 | 60 |
| 68.2 | 43 |
| 67.7 | 52 |
| 36.0 | 46 |
| 75.4 | 50 |
| 62.6 | 76 |
| 23.8 | 38 |
| 53.0 | 40 |
| 34.7 | 40 |
| 25.8 | 54 |
| 48.6 | 60 |
| 45.8 | 50 |
| 40.3 | 40 |
| 49.0 | 40 |
| 49.4 | 67 |
| 56.2 | 44 |
| 42.7 | 48 |
| 36.3 | 38 |
| 43.4 | 40 |
| 72.5 | 52 |
| 54.4 | 40 |
| 92.5 | 60 |
| 72.5 | 52 |
| 61.0 | 40 |
| 23.5 | 50 |
| 56.8 | 40 |
| 77.8 | 60 |
| 71.7 | 60 |
| 64.2 | 50 |
| 82.2 | 55 |
| 47.8 | 49 |
| 37.9 | 32 |
| 42.2 | 40 |
| 49.3 | 40 |
| 73.1 | 40 |
| 76.3 | 60 |
| 62.4 | 40 |
| 51.8 | 55 |
| 49.9 | 60 |
| 26.2 | 42 |
| 41.8 | 40 |
| 94.9 | 50 |
| 67.7 | 70 |
| 43.0 | 40 |
| 61.3 | 89 |
| 94.9 | 50 |
| 26.1 | 72 |
| 55.0 | 40 |
| 50.2 | 65 |
| 86.1 | 75 |
| 42.2 | 68 |
| 37.0 | 38 |
| 25.2 | 48 |
| 36.5 | 50 |
| 49.1 | 45 |
| 73.3 | 45 |
| 47.2 | 60 |
| 41.4 | 45 |
| 42.9 | 40 |
| 65.9 | 40 |
| 41.6 | 60 |
| 30.4 | 45 |
| 21.0 | 40 |
| 30.9 | 56 |
| 33.8 | 57 |
| 58.6 | 47 |
| 46.9 | 60 |
| 30.9 | 40 |
| 69.8 | 46 |
| 24.5 | 40 |
| 23.0 | 40 |
| 48.5 | 50 |
| 84.3 | 80 |
| 73.1 | 40 |
| 25.9 | 60 |
| 71.5 | 40 |
| 29.0 | 72 |
| 88.0 | 40 |
| 44.0 | 45 |
| 40.3 | 40 |
| 34.2 | 45 |
| 25.8 | 40 |
| 51.0 | 40 |
| 80.6 | 40 |
| 25.9 | 60 |
| 87.8 | 50 |
| 81.4 | 45 |
| 41.8 | 40 |
| 92.8 | 48 |
| 52.8 | 40 |
| 42.6 | 40 |
| 33.3 | 40 |
| 34.1 | 40 |
| 65.9 | 55 |
| 62.7 | 40 |
| 82.6 | 60 |
| 44.0 | 50 |
| 81.9 | 50 |
| 122.2 | 32 |
| 31.2 | 54 |
| 68.5 | 50 |
| 23.5 | 40 |
| 32.6 | 40 |
| 61.6 | 40 |
| 58.6 | 40 |
| 49.9 | 40 |
| 48.6 | 40 |
| 74.6 | 40 |
| 107.2 | 50 |
| 63.0 | 52 |
| 147.0 | 45 |
| 69.8 | 40 |
| 36.0 | 50 |
| 50.9 | 40 |
| 44.6 | 60 |
| 40.0 | 40 |
| 59.0 | 48 |
| 68.3 | 44 |
| 60.3 | 60 |
| 84.2 | 73 |
| 52.0 | 40 |
| 75.5 | 40 |
| 59.0 | 60 |
| 21.1 | 75 |
| 36.0 | 50 |
| 37.3 | 50 |
| 28.5 | 60 |
| 49.8 | 50 |
| 26.4 | 80 |
| 34.9 | 60 |
| 75.0 | 50 |
| 21.9 | 40 |
| 77.4 | 35 |
| 28.0 | 55 |
| 23.8 | 56 |
| 44.8 | 56 |
| 35.0 | 50 |
| 65.8 | 50 |
| 49.9 | 84 |
| 35.2 | 40 |
| 32.3 | 42 |
| 20.2 | 50 |
| 24.3 | 70 |
| 25.3 | 40 |
| 34.1 | 34 |
| 28.2 | 63 |
| 61.6 | 65 |
| 54.2 | 40 |
| 36.2 | 40 |
| 50.2 | 65 |
| 30.9 | 40 |
| 21.3 | 40 |
| 77.4 | 80 |
| 36.0 | 50 |
| 65.8 | 45 |
| 23.2 | 40 |
| 58.1 | 40 |
| 84.5 | 60 |
| 41.1 | 30 |
| 40.3 | 50 |
| 24.0 | 40 |
| 28.8 | 40 |
| 49.6 | 32 |
| 53.3 | 40 |
| 25.3 | 40 |
| 51.2 | 40 |
| 57.1 | 64 |
| 38.9 | 49 |
| 57.8 | 40 |
| 37.9 | 40 |
| 50.1 | 48 |
| 38.6 | 42 |
| 48.5 | 50 |
| 28.6 | 40 |
| 32.6 | 40 |
| 34.6 | 32 |
| 27.2 | 40 |
| 28.3 | 40 |
| 20.9 | 38 |
| 52.5 | 40 |
| 26.1 | 40 |
| 71.5 | 40 |
| 80.2 | 40 |
| 47.7 | 40 |
| 64.3 | 40 |
| 22.6 | 40 |
| 36.0 | 46 |
| 24.8 | 40 |
| 27.2 | 40 |
| 31.7 | 40 |
| 30.9 | 40 |
| 25.6 | 40 |
| 29.0 | 48 |
| 34.7 | 40 |
| 59.5 | 40 |
| 40.3 | 45 |
| 45.8 | 43 |
| 98.7 | 55 |
| 56.2 | 46 |
| 33.0 | 40 |
| 21.9 | 30 |
| 31.5 | 40 |
| 43.4 | 36 |
| 23.4 | 40 |
| 28.5 | 45 |
| 37.0 | 36 |
| 30.9 | 50 |
| 26.7 | 40 |
| 25.4 | 43 |
| 41.3 | 35 |
| 92.8 | 40 |
| 41.1 | 40 |
| 39.7 | 40 |
| 25.0 | 37 |
| 45.6 | 60 |
| 32.0 | 40 |
| 26.7 | 40 |
| 36.3 | 40 |
| 25.9 | 40 |
| 55.4 | 40 |
| 25.6 | 42 |
| 33.9 | 40 |
| 40.2 | 40 |
| 66.4 | 45 |
| 43.2 | 41 |
| 22.2 | 37 |
| 22.4 | 40 |
| 36.3 | 42 |
| 32.0 | 40 |
| 31.5 | 40 |
| 53.3 | 45 |
| 39.5 | 50 |
| 21.8 | 40 |
| 32.8 | 40 |
| 30.2 | 32 |
| 60.6 | 40 |
| 42.7 | 60 |
| 21.1 | 40 |
| 61.9 | 40 |
| 23.0 | 40 |
| 29.9 | 40 |
| 36.8 | 55 |
| 27.7 | 40 |
| 23.0 | 40 |
| 21.4 | 40 |
| 24.5 | 35 |
| 44.6 | 35 |
| 24.8 | 60 |
| 43.7 | 40 |
| 60.3 | 35 |
| 32.6 | 45 |
| 37.4 | 40 |
| 22.8 | 55 |
| 21.9 | 40 |
| 100.5 | 40 |
| 40.3 | 50 |
| 51.5 | 40 |
| 45.0 | 40 |
| 20.5 | 43 |
| 40.0 | 45 |
| 28.5 | 45 |
| 24.6 | 40 |
| 41.4 | 65 |
| 24.0 | 40 |
| 45.8 | 45 |
| 40.8 | 50 |
| 65.1 | 40 |
| 29.0 | 40 |
| 22.7 | 37 |
| 44.2 | 46 |
| 38.2 | 40 |
| 43.2 | 51 |
| 27.4 | 40 |
| 26.9 | 29 |
| 41.6 | 40 |
| 37.4 | 40 |
| 33.3 | 32 |
| 45.0 | 36 |
| 30.4 | 40 |
| 63.4 | 40 |
| 48.3 | 40 |
| 37.1 | 32 |
| 28.3 | 45 |
| 47.0 | 40 |
| 32.8 | 35 |
| 29.1 | 40 |
| 24.5 | 40 |
| 69.4 | 28 |
| 29.0 | 40 |
| 53.4 | 34 |
| 53.9 | 60 |
| 50.1 | 40 |
| 53.9 | 40 |
| 26.6 | 38 |
| 28.2 | 40 |
| 22.7 | 40 |
| 41.1 | 48 |
| 34.6 | 60 |
| 27.8 | 42 |
| 23.5 | 32 |
| 36.3 | 40 |
| 40.6 | 60 |
| 61.4 | 40 |
| 29.9 | 40 |
| 42.6 | 56 |
| 83.0 | 48 |
| 36.0 | 40 |
| 21.3 | 40 |
| 24.0 | 44 |
| 38.7 | 50 |
| 31.8 | 38 |
| 26.2 | 40 |
| 47.5 | 50 |
| 57.1 | 36 |
| 24.5 | 48 |
| 38.2 | 40 |
| 24.6 | 40 |
| 24.9 | 40 |
| 37.8 | 40 |
| 20.2 | 40 |
| 35.0 | 47 |
| 23.5 | 32 |
| 46.2 | 37 |
| 24.8 | 40 |
| 28.6 | 40 |
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