Understanding Residual Plots in Linear Regression Models: A Comprehensive Guide with Examples

Linear regression is a widely used statistical method for analyzing the relationship between a dependent variable and one or more independent variables. The primary goal of linear regression is to create a model that can predict the dependent variable based on the independent variables, minimizing the difference between the…