I got two ANOVA results. Model 1: R square - 0.5736 Slope- 0.7574 Significance F

Question

I got two ANOVA results. Model 1: R square - 0.5736 Slope- 0.7574 Significance F - 2.3879
Model 2: R square - 0.4157 Slope- 0.6447 Significance f - 2.91
Which model do you think it is better? I got two ANOVA results. Model 1: R square - 0.5736 Slope- 0.7574 Significance F - 2.3879
Model 2: R square - 0.4157 Slope- 0.6447 Significance f - 2.91
Which model do you think it is better? Model 1: R square - 0.5736 Slope- 0.7574 Significance F - 2.3879
Model 2: R square - 0.4157 Slope- 0.6447 Significance f - 2.91
Which model do you think it is better?

Explanation / Answer

Model 1 is better because in Model 1, R squared value = 0.5736, which more than that of model 2 as = 0.4157. In fact, if R squared is close o 1, it indcates that Y can be accuraely predicted usng the covariates.

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