In a regression model, the causal relationship between variables X and Y allows an analyst to accurately predict the Y value for each X value. In simple regression, there is only one independent variable X, and the dependent variable Y can be satisfactorily approximated by a linear function. Summary Definition. Define Regression Modeling: Regression model means an investment analysis tool used by investors to compare two or more stock variables.