From the coefficient of determination,we cannot detect the strength of the relationship between the dependent variable y and any individual independent variable.

Question

Quizplus · Accepted Answer

The coefficient of determination (R-squared) only indicates the proportion of the variance in the dependent variable that can be explained by the independent variables collectively. It does not provide information about the strength of the relationship between any individual independent variable and the dependent variable. To examine the strength of individual relationships, we need to look at the regression coefficients or correlation coefficients for each independent variable separately.

From the Coefficient of Determination,we Cannot Detect the Strength of the Relationship