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What Can Be Said About R² When a Linear Regression

Question 10

Multiple Choice

What can be said about R² when a linear regression results in an ANOVA table with a large total sum of squares and a relatively small model sum of squares?


A) R2 will be small because the explanatory variable explains a small portion of the variability in the outcome.
B) R2 will be large because the model explains most of the variability in the outcome.
C) R2 will be small because the model explains a small portion of the variability in the explanatory variable.
D) R2 will not be affected because it does not involve the model sums of squares or the total sums of squares.

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