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causaleffect (version 1.3.12)

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

Description

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) .

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install.packages('causaleffect')

Monthly Downloads

463

Version

1.3.12

License

GPL (>= 2)

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Last Published

January 12th, 2021

Functions in causaleffect (1.3.12)