Deriving Expressions of Joint Interventional Distributions and Transport Formulas in Causal Models


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Documentation for package ‘causaleffect’ version 1.3.13

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causaleffect-package Deriving Expressions of Joint Interventional Distributions and Transport Formulas in Causal Models
aux.effect Identify a causal effect using surrogate experiments
causal.effect Identify a causal effect
causaleffect Deriving Expressions of Joint Interventional Distributions and Transport Formulas in Causal Models
generalize Derive a transport formula for a causal effect between a target domain and multiple source domains with limited experiments
get.expression Get the expression of a probability object
meta.transport Derive a transport formula for a causal effect between a target domain and multiple source domains
parse.graphml Prepare GraphML files for internal use
recover Recover a causal effect from selection bias
surrogate.outcome Derive a formula for a causal effect using surrogate outcomes
transport Derive a transport formula for a causal effect between two domains
verma.constraints Find Verma constraints for a given graph