## Understand Linear Regression Assumptions

The 4 assumptions of linear regression in order of importance are: 1. Linearity 1.1. Explanation The relationship between each predictor Xi and the outcome Y should be linear. 1.2. How to check the linearity assumption Instead of checking the relationship between each predictor Xi and the outcome Y in a multivariable model, we can plot …