Functions for identification and transportation of causal effects. Provides a conditional causal effect identification algorithm (IDC) by Ilya Shpitser and Judea Pearl, an algorithm for transportability from multiple domains with limited experiments by Elias Bareinboim and Judea Pearl and a selection bias recovery algorithm by Elias Bareinboim and Jin Tian. All of the previously mentioned algorithms are based on a causal effect identification algorithm by Jin Tian.
|Date of publication||2016-10-07 18:10:00|
|Maintainer||Santtu Tikka <firstname.lastname@example.org>|
causal.effect: Identify a causal effect
causaleffect-package: Deriving Expressions of Joint Interventional Distributions...
generalize: Derive a transport formula for a causal effect between a...
get.expression: Get the expression of a probability object
meta.transport: Derive a transport formula for a causal effect between a...
parse.graphml: Prepare GraphML files for internal use
recover: Recover a causal effect from selection bias
transport: Derive a transport formula for a causal effect between two...
zzaux.effect: Identify a causal effect using surrogate experiments