2)
SUMMARY OUTPUT | |||||
Regression Statistics | |||||
Multiple R | 0.4689 | ||||
R Square | 0.2199 | ||||
Adjusted R Square | 0.2073 | ||||
Standard Error | 3732.5434 | ||||
Observations | 127 | ||||
ANOVA | |||||
df | SS | MS | F | Significance F | |
Regression | 2 | 486961883.1374 | 243480941.5687 | 17.4765 | 0.0000 |
Residual | 124 | 1727553135.0201 | 13931880.1211 | ||
Total | 126 | 2214515018.1575 | |||
Coefficients | Standard Error | t Stat | P-value | Lower 95% | |
Intercept | 2070.5160 | 752.3254 | 2.7522 | 0.0068 | 581.4533 |
Age | -26.9953 | 13.6582 | -1.9765 | 0.0503 | -54.0286 |
GHSS | 71.3223 | 12.2760 | 5.8099 | 0.0000 | 47.0247 |
y^ = 2070.5160 - 26.9953 Age + 71.3223 GHSS
Ha: not all coefficients are 0
the model is overall significant as p-value = 0.0000
Age has p-value = 0.0503 > 0.05
hence Age is not statistically significant
whereas GHSS has p-value = 0.000
hence GHSS is statistically significant
sample size = 127
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