Interpreting Multiple Regression Output Spss. Spss multiple regression analysis tutorial by ruben geert van den berg under regression. The interpretation of much of the output from the multiple regression is the same as it was for the simple regression.
Each predictor has a linear relation with our outcome variable. Look in the model summary table under the r square and the sig. Running a basic multiple regression analysis in spss is simple.
It aims to check the degree of relationship between two or more variables.
These are the values that are interpreted. R r is the square root of r squared and is the correlation between the observed and predicted values of dependent variable. The interpretation of much of the output from the multiple regression is the same as it was for the simple regression. Both statistical and the substantive significance of the derived multiple regression model.
