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PMAP 8521 • Example: Matching and IPW with R: 1: Drawing a DAG
PMAP 8521 • Example: Matching and IPW with R: 5: Inverse probability weighting
PMAP 8521 • Example: Matching and IPW with R: 4: Matching
PMAP 8521 • Example: DAGs with R and ggdag
PMAP 8521 • Example: Matching and IPW with R: 3: Naive (and wrong!) estimate
PMAP 8521 • Example: DAGs with Dagitty
PMAP 8521 • Example: Instrumental variables with R: 1: Getting started
PMAP 8521 • Example: Diff-in-diff with R: 2: Load and clean data
PMAP 8521 • (4) Measurement and DAGs: (3) Paths, doors, and adjustment
Directed Acyclic Graphs in R
PMAP 8521 • (5) DAGs and potential outcomes: (1) do()ing observational causal inference
PMAP 8521 • (5) DAGs and potential outcomes: (2) Potential outcomes
