Lesson 9 Simple Linear Regression The purpose of this tutorial is to continue our exploration of multivariate statistics by conducting a simple (one explanatory variable) linear regression analysis.

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is the simplest machine learning technique to predict a single numeric value, ...

Linear Regression Basics A linear regression is a statistical model that attempts to show the relationship between two variables with a linear equation.

Linear regression with two-way interactions is not always effective -- if it were, it would have replaced basic linear regression. Put another way, linear regression with two-way interactions can ...