TY - CHAP
T1 - Graph-based criteria of identifiability of causal questions
AU - Shpitser, Ilya
N1 - Copyright:
Copyright 2016 Elsevier B.V., All rights reserved.
PY - 2012/6/26
Y1 - 2012/6/26
KW - Back door and front door criteria, in identifying causal effects
KW - Causal assumptions, for post intervention distribution
KW - Causal effect identification and class of constraints
KW - Causal questions and identifiability, graph based criteria
KW - Consistency assumptions in causal inference
KW - Consistency, in human causal intuition
KW - Covariate adjustment, confounding in situations of observable confounders
KW - NPSEMs, data generating describing causal inference
KW - Post truncation constraints, and causal effects' identification
KW - Practical causal inference problems, confounding
UR - http://www.scopus.com/inward/record.url?scp=84957084876&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84957084876&partnerID=8YFLogxK
U2 - 10.1002/9781119945710.ch6
DO - 10.1002/9781119945710.ch6
M3 - Chapter
AN - SCOPUS:84957084876
SN - 9780470665565
SP - 59
EP - 70
BT - Causality
PB - Wiley-Blackwell
ER -