Looking at the Regression Tab, what cell (E.g. E12) in this sheet tells you that weight group 3 does not have a linear relation in terms of weight vs diastolic pressure?
SUMMARY OUTPUT | ||||||||
Regression Statistics | ||||||||
R Square | 0.058312 | |||||||
Standard Error | 10.62585 | |||||||
Observations | 29 | |||||||
ANOVA | ||||||||
df | SS | MS | F | Significance F | ||||
Regression | 1 | 188.7748 | 188.7748 | 1.671924 | 0.206956 | |||
Residual | 27 | 3048.536 | 112.9087 | |||||
Total | 28 | 3237.31 | ||||||
Coefficients | Standard Error | t Stat | P-value | Lower 95% | Upper 95% | Lower 95.0% | Upper 95.0% | |
Intercept | 114.2828 | 16.32854 | 6.99896 | 1.6E-07 | 80.77942 | 147.7862 | 80.77942 | 147.7862 |
Wt_Grp_3 | 0.112806 | 0.087242 | 1.293029 | 0.206956 | -0.0662 | 0.291811 | -0.0662 | 0.291811 |
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The P-value for the Wt_Grp_3 tells us that the p-value is more than .05. When it is more than .05 it means that the variable doesn't have a statistically significance, which means that it is not linearly related to the dependent variable.
I also marking the spot where we can come to know that the p-value , which makes the variable not linearly related to the dependent variable. The highlighted in yellow portion is in the image, below:
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