A valid mulitple regression analysis assumes or requires that 1) the dependent variable is measured using an ordinal, interval, or ratio scale 2) the results follow an F-distribution 3) the independent variables and the dependent variable have a linear relationship 4) the observations are autocorrelated Solution the independent variables and the dependent variable have a linear relationship.