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, ...

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.

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 ...

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 ...

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

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