Which of the following represents the best interpretation of the beta weights in multiple regression?
A) The beta weights predict the value of each predictor variable.
B) The beta weights control for the effects of the other predictor variables.
C) The beta weights are equal to the correlation coefficients.
D) The beta weights do not need to be compared to a p-value.

Question

Quizplus · Accepted Answer

Beta weights in multiple regression analysis are coefficients that represent the unique contribution of each predictor variable to the prediction of the dependent variable, controlling for the effects of all other predictor variables in the model. This means they account for the overlap among predictors, isolating the impact of each individual predictor on the outcome.

Which of the Following Represents the Best Interpretation of the Beta