CRAN/E | causaleffect

causaleffect

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

Installation

About

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) .

Citation causaleffect citation info
github.com/santikka/causaleffect/

Key Metrics

Version 1.3.15
Published 2022-07-14 645 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks causaleffect results

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Maintainer

Maintainer

Santtu Tikka

santtuth@gmail.com

Authors

Santtu Tikka

aut / cre

Material

NEWS
Reference manual
Package source

In Views

CausalInference

Vignettes

Identifying Causal Effects with the R package causaleffect
Simplifying Probabilistic Expressions in Causal Inference

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

causaleffect archive

Imports

igraph

Suggests

R.rsp
XML

Reverse Imports

R6causal