Linear Models
Overview
Schedule
Content
Assignments
Assignment 1
Week 1
Ordinary least squares
See the assignment tab for your first practice assignment
Overview
Lecture overview
Week 1
The linear model
Ordinary least squares
Week 2
Simple linear regression
Week 3
Inference
ANOVA decomposition
On this page
Learning objectives
Readings
Suggested readings
Slides
Week 1
Ordinary least squares
Ordinary least squares
Learning objectives
Learn how to derive the formula for the intercept and slope
Learn about some special linear model cases
Readings
Suggested readings
Linear models in statistics (Chapter 6)
Ordinary Least Squares Regression - Explained Visually
Doing linear regression by hand
Quantitude - Ordinary Least Squares
Slides
Open slides in New Window
The linear model
Simple linear regression