Discover how linear regression works, from simple to multiple linear regression, with step-by-step examples, graphs and real-world applications.

In this video, we will learn what is linear regression in machine learning along with examples to make the concept crystal clear.

You perform a multiple linear regression analysis when you have more than one explanatory variable for consideration in your model. You can write the multiple linear regression equation for a model ...

Linear forecasting models can be used in both types of forecasting methods. In the case of causal methods, the causal model may consist of a linear regression with several explanatory variables.

Goodness-of-fit statistics for general multiple-linear-regression equations are reviewed for the case of replicated responses. A modification of the coefficient of determination is recommended. This ...