12 Basic Multivariate Regression

This chapter extends the bivariate model to a multivariate model, i.e., the case with more than one independent variable. There is also a YouTube Video associated with this section:

• Multivariate Regression with R - Video
• Multivariate Regression with R - Slides

The following topics associated with multivariate regression models are covered in this chapter:

• Dummy variables
• Natural logarithm
• Functional forms
• Interaction Terms
• Multicollinearity