Course information
GitHub username survey
Discussion forum
Assignments
Home
Course information
Overview
Syllabus
Support
Teaching team
Schedule
FAQ
GitHub username survey
Weekly materials
Week 1
Week 2
Week 3
Week 4
Week 5
Week 6
Week 7
Week 8
Week 9
Week 10
Week 11
Supplemental notes
Standardized Mean Differences (SMD)
Omitted Variable Bias
Collinearity
SLR derivations
Model diagnostics
MLR matrix notation
Log transformations
Model selection criteria
PCA, KPCA, and ICA
QR decomposition
Bias-Variance Trade offs
PCA and component selection
A Crash Course in Good and Bad Controls
Sample exam questions
Course information
GitHub username survey
GitHub
GitHub data
<p>Loading…</p>
FAQ
Week 1