TY - CHAP

T1 - Structural equations, graphs and interventions

AU - Shpitser, Ilya

PY - 2012/6/26

Y1 - 2012/6/26

KW - Causality, fundamental to understanding of the natural world

KW - Latent variables, in causal inference problems

KW - NPSEM formalism and potential outcome formalism

KW - NPSEM, data generating mechanism for encoding causation

KW - NPSEMs and hypothetical worlds, counterfactual sharing unobservable variables

KW - NPSEMs framework, graph theory and probability theory

KW - NPSEMs in outcomes, causal diagram making causal assumption explicit

KW - Semi Markovian models and bow arc graph

KW - Structural equations, graphs and interventions

KW - The Markovian model, causal diagram representation of NPSEM

UR - http://www.scopus.com/inward/record.url?scp=84957047705&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84957047705&partnerID=8YFLogxK

U2 - 10.1002/9781119945710.ch3

DO - 10.1002/9781119945710.ch3

M3 - Chapter

AN - SCOPUS:84957047705

SN - 9780470665565

SP - 15

EP - 24

BT - Causality

PB - Wiley-Blackwell

ER -