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Simple Linear Regression with Matrix Notation
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Classroom Contents
Linear Regression Essentials
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- 1 Simple Linear Regression with Matrix Notation
- 2 Multiple Linear Regression Part I: Notation and Dimensions
- 3 Multiple Linear Regression Part II: Properties of the Regression Estimator
- 4 Multiple Linear Regression Part III: Inference for One Regression Coefficient
- 5 Multiple Linear Regression Part IV: Mean Squared Error, R-squared, and Adjusted R-squared
