Graphical Analysis of Structural Causal Models

adjustmentSets | Covariate Adjustment Sets |

ancestorGraph | Ancestor Graph |

AncestralRelations | Ancestral Relations |

as.dagitty | Convert to DAGitty object |

backDoorGraph | Back-Door Graph |

canonicalize | Canonicalize an Ancestral Graph |

completeDAG | Generate Complete DAG |

coordinates | Plot Coordinates of Variables in Graph |

dagitty | Parse DAGitty Graph |

dconnected | d-Separation |

downloadGraph | Load Graph from dagitty.net |

edges | Graph Edges |

EquivalentModels | Generating Equivalent Models |

exogenousVariables | Retrieve Exogenous Variables |

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 |

isAcyclic | Test for Cycles |

isAdjustmentSet | Adjustment Criterion |

isCollider | Test for Colliders |

is.dagitty | Test for Graph Class |

lavaanToGraph | Convert Lavaan Model to DAGitty Graph |

localTests | Test Graph against Data |

measurementPart | Extract Measurement Part from Structural Equation Model |

moralize | Moral Graph |

names.dagitty | Names of Variables in Graph |

orientPDAG | Orient Edges in PDAG. |

paths | Show Paths |

plot.dagitty | Plot Graph |

plotLocalTestResults | Plot Results of Local Tests |

randomDAG | Generate DAG at Random |

simulateLogistic | Simulate Binary Data from DAG Structure |

simulateSEM | Simulate Data from Structural Equation Model |

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 |

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