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, ...

TOPICS Multiple linear regression basics: model fitting, statistical inference, prediction Multiple linear regression: influence, residual diagnostics, multicollinearity, interactions, categorical ...

TOPICS Multiple linear regression basics: model fitting, statistical inference, prediction Multiple linear regression: influence, residual diagnostics, multicollinearity, interactions, categorical ...

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 ...

What is linear regression? Linear regression is a basic machine learning algorithm that is used for predicting a variable based on its linear relationship between other independent variables.

This video will introduce students to twin modeling using R and OpenMx. By the end of the video, students will be able to (1) recognize the major steps involved in an OpenMx model and (2) translate ...

Linear regression forecasting is a time-series method that uses basic statistics to project future values for a target variable.