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Dependent Variable Independent Variable Axis Y X Title Sales ($100k) Payroll ($100k) 5.5 3 8 6 4 3 6 2 12 8 9.5 5 Results
Dependent Variable | Independent Variable | ||||||
Axis | Y | X | |||||
Title | Sales ($100k) | Payroll ($100k) | |||||
5.5 | 3 | ||||||
8 | 6 | ||||||
4 | 3 | ||||||
6 | 2 | ||||||
12 | 8 | ||||||
9.5 | 5 | ||||||
Results | |||||||
SUMMARY OUTPUT | |||||||
Regression Statistics | |||||||
Multiple R | 0.8908769 | ||||||
R Square | 0.793661651 | ||||||
Adjusted R Square | 0.742077063 | ||||||
Standard Error | 1.489341215 | ||||||
Observations | 6 | ||||||
ANOVA | |||||||
df | SS | MS | F | Significance F | |||
Regression | 1 | 34.12745098 | 34.12745098 | 15.38563536 | 0.017212066 | ||
Residual | 4 | 8.87254902 | 2.218137255 | ||||
Total | 5 | 43 | |||||
Coefficients | Standard Error | t Stat | P-value | Lower 95% | Upper 95% | ||
Intercept | 2.294117647 | 1.459846389 | 1.571478797 | 0.191168664 | -1.759065715 | 6.347301009 | |
Payroll ($100k) | 1.156862745 | 0.294933509 | 3.922452722 | 0.017212066 | 0.337996048 | 1.975729442 | |
Questions to interpret the results of the regression analysis | Type answer in the box | ||||||
1. Is the regression model statistically significant (Yes or No)? | |||||||
2. Highlight the cell in green that corresponds to the statistic value you used to answer question #1. | |||||||
3. For each unit increase in Payroll, how much do Sales change? | |||||||
4. How much variability (in %) in Sales, can be explained by the regression model with Payroll as the independent variable? | |||||||
5. Highlight the cell in blue that corresponds to the statistic value you used to answer question #4. | |||||||
6. What is the projected Sales (in $100k) when the Payroll is $0? | |||||||
7. Highlight the cell in yellow that correponds to the Correlation Coefficient. | |||||||
8. If the Payroll ($100k) is 5, what are the estimated Sales ($100k)? |
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