Multiple Regression: A Primer

Authors: Paul D. Allison - 1998 cited by 1,728

What Is Multiple Regression? How Do I Interpret Multiple Regression Results? What Can Go Wrong with Multiple Regression? How Do I Run a Multiple Regression? How Does Bivariate Regression Work? What Are the Assumptions of Multiple Regression? What Can Be Done about Multicollinearity? How Can Multiple Regression Handle Nonlinear Relationships? How Is Multiple Regression Related to Other Statistical Techniques?