Statistics for Historians

25 Multiple Linear Regression

About this lesson
This video introduces multiple linear regression, expanding on simple linear regression to account for the impact of multiple independent variables on a dependent variable. We learn how to mathematically represent this model, incorporating additional explanatory variables and understanding the role of the error term. An illustrative example using prisoner height, age, and weight demonstrates the concept, visualizing how a plane is fitted through three-dimensional data to represent the relationship. Visit AxiomTutoring.com and subscribe to @AxiomTutoringCourses.
Walkthrough

Follow the reasoning, step by step.

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