Journal of Statistical Software 2017

Identifying Causal Effects with the R Package causaleffect

Journal of Statistical Software 2017 cran/causaleffect

This algorithm can be seen as a repeated application of the rules of do-calculus and known properties of probabilities, and it ultimately either derives an expression for the causal distribution, or fails to identify the effect, in which case the effect is non-identifiable.

CAUSAL IDENTIFICATION CAUSAL INFERENCE