Social Data Science
Syllabus
Team
Schedule
Office Hours
Piazza
Forms
Office Hours
Home
Working with Data
Asking questions with data
Setting up your computer
Visualization
Data transformation
Inference Without Models
Population sampling
Using weights
Defining causal effects
Exchangeability
Conditional exchangeability
Nonparametric estimation
Directed Acyclic Graphs
Inference with Models
What is a model?
Why model?
Models for causal inference
Matching
Trees
Forests
Bootstrap Inference
Data-driven selection of an estimator
Discussion Meetings
Assignments
Problem Sets
Problem Set 0
Problem Set 1
Problem Set 2
Problem Set 3
Problem Set 4
Project
Office Hours
Person
Time
Location
Nathan
T 1:30–2:30pm
Haines A55
Ian
Th 1–2pm
Haines 241C
Christina
Th 2–3pm
Haines A58-C
Back to top