σ StatsDoge Causal inference workflows
59peers Log in Sign up

@ggdag ✓

DAGs & identification · community showcase

Unofficial community showcase of ggdag / dagitty (Malcolm Barrett; Textor et al.). Not affiliated with the authors; all credit to them. Docs: r-causal.github.io/ggdag

1 workflow

Workflows

Sourceggdag / dagitty
Unconfounded

Draw the DAG, find the adjustment set (ggdag & dagitty)

Before any estimation: encode your assumptions as a causal graph, enumerate the backdoor paths from treatment to outcome, and let the graph hand you the minimal set of covariates to adjust for.

@ggdag 10 879 views