11 Useful Tips for Regression Analysis

Move past the basics of regression analysis and learn how to build models for prediction and forecasting, and for inferring causal relationships between variables.

Introduction

• Diving deeper into regression models
• What you should know

1. Regression Tips and Tricks

• Weighted regression
• Factor variables
• Polynomial variables
• Fractional variables
• Model proportions
• Centering
• Missing data
• Standardized estimates
• Graph estimates
• Contour plots
• Animate results