Linear Models
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Assignment 1
Week 1
The linear model
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Overview
Lecture overview
Week 1
The linear model
Ordinary least squares
Week 2
Simple linear regression
Week 3
Inference
ANOVA decomposition
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Week 1
The linear model
Linear models
Learning objectives
Understand what residuals are
Understand the intercept and slope
Readings
Suggested readings
Linear models in statistics (Chapter 6)
Simple Linear Regression: An Easy and Clear Beginner’s Guide
Slides
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Lecture overview
Ordinary least squares