A researcher is studying the effect of 10 different variables on a critical measure of business performance. A multiple regression analysis including all 10 variables is performed. What criterion could be used to eliminate 1 of the 10 variables? A)Multiple R² B)Largest p-value C)Smallest p-value D)Smallest regression coefficient

Question

Quizplus · Accepted Answer

The largest p-value is a criterion commonly used to eliminate variables in multiple regression analysis. A high p-value suggests that there is no significant relationship between the variable and the outcome, so the variable can be removed from the model without significantly affecting the overall fit.

A Researcher Is Studying the Effect of 10 Different Variables