Transportability of Causal and Statistical Relations: A Formal Approach
Transportability of Causal and Statistical Relations: A Formal Approach
We address the problem of transferring information learned from experiments to a different environment, in which only passive observations can be collected. We introduce a formal representation called "selection diagrams'' for expressing knowledge about differences and commonalities between environments and, using this representation, we derive procedures for deciding whether effects …