Week 13

We will discuss Linear Regression.

Learning Outcomes

Monday

• Simple Linear Regression
• Ordinary Least Squares
• Standard Errors
• Unbiasedness
• R Code

Wednesday

• Matrix Notation
• Multiple Linear Regression
• Standard Errors
• R Code

Important Concepts

Simple Linear Regression

Model

Ordinary Least Squares

Standard Error

Unbiasedness

Multiple Linear Regression

Model

Matrix Notation

Standard Errors

R Code

Resources

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Lecture	Slides	Videos
Monday	Slides
Wednesday