This new study on the development and construction of multi-variable statistical models presents the multiple regression analysis approach for the behavioral sciences. It is designed to construct statistical models which will reflect the investigator s original research question rather than limiting it. The authors have aimed their views to a computer program so that the simple elegance of the generalized analysis of variance is not obscured, and so that the investigator can circumvent the anachronistic desk calculator. "