dagitty: 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.

AuthorJohannes Textor, Benito van der Zander
Date of publication2016-08-26 18:58:49
MaintainerJohannes Textor <johannes.textor@gmx.de>
LicenseGPL-2
Version0.2-2
http://www.dagitty.net
https://github.com/jtextor/dagitty

View on CRAN

Files in this package

dagitty
dagitty/inst
dagitty/inst/doc
dagitty/inst/doc/dagitty4semusers.Rmd
dagitty/inst/doc/dagitty4semusers.R
dagitty/inst/doc/dagitty4semusers.html
dagitty/inst/js
dagitty/inst/js/RUtil.js
dagitty/inst/js/dagitty-alg.js
dagitty/inst/js/example-dags.js
dagitty/tests
dagitty/tests/testthat.R
dagitty/tests/testthat
dagitty/tests/testthat/testBasics.R
dagitty/tests/testthat/testChainGraphs.R
dagitty/tests/testthat/testAdjustments.R
dagitty/NAMESPACE
dagitty/NEWS
dagitty/R
dagitty/R/internal.r
dagitty/R/dagitty.r
dagitty/vignettes
dagitty/vignettes/dagitty4semusers.Rmd
dagitty/MD5
dagitty/build
dagitty/build/vignette.rds
dagitty/DESCRIPTION
dagitty/man
dagitty/man/canonicalize.Rd dagitty/man/adjustmentSets.Rd dagitty/man/paths.Rd dagitty/man/backDoorGraph.Rd dagitty/man/dagitty.Rd dagitty/man/orientPDAG.Rd dagitty/man/edges.Rd dagitty/man/exogenousVariables.Rd dagitty/man/graphType.Rd dagitty/man/simulateSEM.Rd dagitty/man/impliedConditionalIndependencies.Rd dagitty/man/getExample.Rd dagitty/man/instrumentalVariables.Rd dagitty/man/isAdjustmentSet.Rd dagitty/man/localTests.Rd dagitty/man/dconnected.Rd dagitty/man/plot.dagitty.Rd dagitty/man/AncestralRelations.Rd dagitty/man/downloadGraph.Rd dagitty/man/plotLocalTestResults.Rd dagitty/man/EquivalentModels.Rd dagitty/man/lavaanToGraph.Rd dagitty/man/is.dagitty.Rd dagitty/man/as.dagitty.Rd dagitty/man/coordinates.Rd dagitty/man/randomDAG.Rd dagitty/man/moralize.Rd dagitty/man/VariableStatus.Rd dagitty/man/vanishingTetrads.Rd dagitty/man/names.dagitty.Rd dagitty/man/ancestorGraph.Rd dagitty/man/graphLayout.Rd

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