causaleffect: Deriving Expressions of Joint Interventional Distributions and Transport Formulas in Causal Models
Version 1.3.5

Functions for identification and transportation of causal effects. Provides a conditional causal effect identification algorithm (IDC) by Shpitser, I. and Pearl, J. (2006) , an algorithm for transportability from multiple domains with limited experiments by Bareinboim, E. and Pearl, J. (2014) and a selection bias recovery algorithm by Bareinboim, E. and Tian, J. (2015) . All of the previously mentioned algorithms are based on a causal effect identification algorithm by Tian , J. (2002) .

Package details

AuthorSanttu Tikka
Date of publication2017-09-11 11:36:22 UTC
MaintainerSanttu Tikka <[email protected]>
Package repositoryView on CRAN
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causaleffect documentation built on Sept. 11, 2017, 5:03 p.m.