What is the preferred procedure if more than one coefficient of the multiple regression equation is found to be not significant? Multiple choice question. Check to see if the non-significant variables are autocorrelated. Drop the independent variable with the smallest t and rerun the regression. Drop all of the independent variables that are not significant and rerun the regression