dagitty: Graphical Analysis of Structural Causal Models
A port of the web-based software 'DAGitty', available at <https://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.
| Version: | 0.3-4 |
| Depends: | R (≥ 3.0.0) |
| Imports: | V8,jsonlite,boot,MASS, methods, grDevices, stats, utils, graphics |
| Suggests: | igraph,knitr,base64enc (≥ 0.1-3),testthat,markdown,rmarkdown,lavaan,CCP,fastDummies |
| Published: | 2023-12-07 |
| DOI: | 10.32614/CRAN.package.dagitty |
| Author: | Johannes Textor, Benito van der Zander, Ankur Ankan |
| Maintainer: | Johannes Textor <johannes.textor at gmx.de> |
| BugReports: | https://github.com/jtextor/dagitty/issues |
| License: | GPL-2 |
| URL: | https://www.dagitty.net,https://github.com/jtextor/dagitty |
| NeedsCompilation: | no |
| Citation: | dagitty citation info |
| Materials: | NEWS |
| In views: | CausalInference |
| CRAN checks: | dagitty results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse imports: | causalPAF,DAGassist,dagwood,dcmstan,epicmodel,episensr,ggdag,midoc,SEMgraph,simDAG,theorytools |
| Reverse suggests: | caugi,cfid,cia,dagR,dosearch,mvGPS,pcalg,performance,tidySEM |
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