Linear Models
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Assignment 1
Week 3
Inference
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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 3
Inference
Inference for simple linear regression
Learning objectives
Learn how to build confidence and prediction intervals
Perform a hypothesis test from a simple linear regression
Readings
Suggested readings
Predictive Inference for the Simple Linear Mode
Simple Linear Regression: Inference and Interpretation
Slides
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Simple linear regression
ANOVA decomposition