[Solution] Interpret the following regression results from Excel: SUMMARY OUTPUT Regression Statistics Multiple R 0.841757 R Square 0.708554 Adjusted R
Question: Interpret the following regression results from Excel:
| SUMMARY OUTPUT | ||||||
| Regression Statistics | ||||||
| Multiple R | 0.841757 | |||||
| R Square | 0.708554 | |||||
| Adjusted R Square | 0.643789 | |||||
| Standard Error | 5.363215 | |||||
| Observations | 12 | |||||
| ANOVA | ||||||
| df | SS | MS | F | Significance F | ||
| Regression | 2 | 629.3734 | 314.6867 | 10.94027 | 0.003895 | |
| Residual | 9 | 258.8766 | 28.76407 | |||
| Total | 11 | 888.25 | ||||
| Coefficients | Standard Error | t Stat | P-value | Lower 95% | Upper 95% | |
| Intercept | 3.651216 | 16.16781 | 0.225832 | 0.826377 | -32.9229 | 40.22536 |
| Height (inches) | 0.85461 | 0.451664 | 1.892136 | 0.091025 | -0.16713 | 1.876346 |
| Age (years) | 1.506332 | 1.414266 | 1.065098 | 0.31457 | -1.69296 | 4.705626 |
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