Linear Regression, Statistical Analysis, Data Science, Machine Learning, Data Analysis.
them, and how to interpret them — techniques to use if the assumptions are not met. I’m assuming you’ll have a basic understanding of the OLS linear regression model. The 4 Key assumptions are: 1. Linearity There is a linear relationship between the independent and dependent variables. 2.