Week 9: Linear regression

Learning objectives

• Describe maximum likelihood estimation for linear regression
• Describe hypothesis testing for linear regression coefficients, including the sampling distribution used and degrees of freedom

Before class: Lecture

• Lecture 9 - part 1
• Lecture 9 - part 2
• Lecture survey: Complete by Wednesday, July 16 at 8pm
• Slides (html)

During class: Lab

• Lab 9 (html with link to code)

After class: Assignment

• No homework this week