Data Science Simplified Part 9: Interactions and Limitations of Regression Models

The model predicts or estimates price (target) as a function of engine size, horse power, and width (predictors). Recall that multivariate regression model assumes independence between the independent predictors. It treats horsepower, engine size, and width as if they are not related. In practice, variables are rarely independent. This blog post will address this question.