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.

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