Graphical Analysis of Structural Causal Models

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Documentation for package ‘dagitty’ version 0.3-4

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

adjacentNodes	Ancestral Relations
adjustedNodes	Variable Statuses
adjustedNodes<-	Variable Statuses
adjustmentSets	Covariate Adjustment Sets
ancestorGraph	Ancestor Graph
ancestors	Ancestral Relations
AncestralRelations	Ancestral Relations
as.dagitty	Convert to DAGitty object
backDoorGraph	Back-Door Graph
canonicalize	Canonicalize an Ancestral Graph
children	Ancestral Relations
ciTest	Test Graph against Data
completeDAG	Generate Complete DAG
convert	Convert from DAGitty object to other graph types
coordinates	Plot Coordinates of Variables in Graph
coordinates<-	Plot Coordinates of Variables in Graph
dagitty	Parse DAGitty Graph
dconnected	d-Separation
descendants	Ancestral Relations
downloadGraph	Load Graph from dagitty.net
dseparated	d-Separation
edges	Graph Edges
equivalenceClass	Generating Equivalent Models
equivalentDAGs	Generating Equivalent Models
EquivalentModels	Generating Equivalent Models
exogenousVariables	Retrieve Exogenous Variables
exposures	Variable Statuses
exposures<-	Variable Statuses
findCycle	Test for Cycles
getExample	Get Bundled Examples
graphLayout	Generate Graph Layout
graphType	Get Graph Type
impliedConditionalIndependencies	List Implied Conditional Independencies
impliedCovarianceMatrix	Implied Covariance Matrix of a Gaussian Graphical Model
instrumentalVariables	Find Instrumental Variables
is.dagitty	Test for Graph Class
isAcyclic	Test for Cycles
isAdjustmentSet	Adjustment Criterion
isCollider	Test for Colliders
latents	Variable Statuses
latents<-	Variable Statuses
lavaanToGraph	Convert Lavaan Model to DAGitty Graph
localTests	Test Graph against Data
markovBlanket	Ancestral Relations
measurementPart	Extract Measurement Part from Structural Equation Model
moralize	Moral Graph
names.dagitty	Names of Variables in Graph
neighbours	Ancestral Relations
orientPDAG	Orient Edges in PDAG.
outcomes	Variable Statuses
outcomes<-	Variable Statuses
parents	Ancestral Relations
paths	Show Paths
plot.dagitty	Plot Graph
plotLocalTestResults	Plot Results of Local Tests
randomDAG	Generate DAG at Random
setVariableStatus	Variable Statuses
simulateLogistic	Simulate Binary Data from DAG Structure
simulateSEM	Simulate Data from Structural Equation Model
spouses	Ancestral Relations
structuralPart	Extract Structural Part from Structural Equation Model
toMAG	Convert DAG to MAG.
topologicalOrdering	Get Topological Ordering of DAG
vanishingTetrads	List Implied Vanishing Tetrads
VariableStatus	Variable Statuses