Graphical Analysis of Structural Causal Models

A port of the web-based software 'DAGitty', available at <http://dagitty.net>, for analyzing structural causal models (also known as directed acyclic graphs or DAGs). This package computes covariate adjustment sets for estimating causal effects, enumerates instrumental variables, derives testable implications (d-separation and vanishing tetrads), generates equivalent models, and includes a simple facility for data simulation.

Tests Vignettes

Available Snapshots

This version of dagitty can be found in the following snapshots:


Imports/Depends/LinkingTo/Enhances (3)
  • R
  • V8
  • jsonlite
  • Suggests (9)
  • igraph
  • knitr
  • base64enc >= 0.1-3
  • testthat
  • markdown
  • rmarkdown
  • lavaan
  • CCP
  • fastDummies
  • Version History