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Lecture
Linear Regression Basics
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Linear Regression Model
Explores the linear regression model, OLS properties, hypothesis testing, interpretation, transformations, and practical considerations.
Linear Regression: Basics and Applications
Explores linear regression using the method of least squares to fit data points with the equation y = ax + b.