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Home
Topics
Getting started
Welcome!
Does inequality matter?
Income inequality
Using R
Color and facet
Reproducibility
Sampling
Downloading from IPUMS
Working with microdata
Using weights
Independent investigation
Moral arguments
Rawls
Nozick
Wealth inequality
Political origins
Mapping segregation
Wealth gaps
What to do
Opportunity
Social mobility
A prediction task
Example submission
Sample splitting
Machine learning
Regularized regression
Nonlinear smooths
Random forest
Interventions
Defining causal effects
Causal assumptions
Nonparametric estimators
Parametric estimators
Machine learning
ML exercise
Projects
Conclusion
Assignments
Problem Set 1
Problem Set 2
Problem Set 3
Problem Set 4
Weekly Schedule
Who We Are
Ed Discussion
Canvas
Syllabus
Topics
Conclusion
Closing discussion
More to come on this page soon!