CRAN/E | dagitty

dagitty

Graphical Analysis of Structural Causal Models

Installation

About

A port of the web-based software 'DAGitty', available at , 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.

Citation dagitty citation info
www.dagitty.net
github.com/jtextor/dagitty
Bug report File report

Key Metrics

Version 0.3-4
R ≥ 3.0.0
Published 2023-12-07 138 days ago
Needs compilation? no
License GPL-2
CRAN checks dagitty results

Downloads

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Maintainer

Maintainer

Johannes Textor

johannes.textor@gmx.de

Authors

Johannes Textor
Benito van der Zander
Ankur Ankan

Material

NEWS
Reference manual
Package source

In Views

CausalInference

Vignettes

A SEM user's guide to dagitty for R

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

dagitty archive

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

Reverse Imports

causalPAF
CausalQueries
dagwood
episensr
ggdag
SEMgraph

Reverse Suggests

cfid
dagR
dce
dosearch
mvGPS
pcalg
tidySEM