Question: Completely work the problems in Excel Scott Bell Builders would like to predict the total number of labor hours spent framing a house based on
Completely work the problems in Excel
Scott Bell Builders would like to predict the total number of labor hours spent framing a house based on the square footage of the house. The following data has been compiled on ten houses recently built.
| Square Footage (100s) | Framing Labor Hours | Square Footage (100s) | Framing Labor Hours |
| 20 | 195 | 27 | 225 |
| 21 | 170 | 29 | 240 |
| 23 | 220 | 31 | 225 |
| 23 | 200 | 32 | 275 |
| 26 | 230 | 35 | 260 |
- Least-squares estimated regression equation that related framing labor hours to house square footage.
- Develop a scatter diagram with Framing Labor Hours on the vertical axis and Square Footage (100s) on the horizontal axis.
- What does the scatter diagram developed in part (i) indicate about the relationship between the two variables?
- Develop the estimated regression equation (using the Excel Data Analysis tool) that could be used to predict the Framing Labor Hours given the Square Footage.
- Test for a significant relationship at the 0.05 level of significance.
- Did the estimated regression equation provide a good fit? Explain.
- Use the regression equation to predict Framing Labor Hours when the house size is 3350 square feet
- Use residual analysis to determine whether any outliers are present. Briefly summarize your findings and conclusions.
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