Rubin Causal Model

GPTKB entity

Statements (25)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:abbreviation gptkb:RCM
gptkbp:alsoKnownAs potential outcomes framework
gptkbp:describes causal effects
gptkbp:developedBy gptkb:Donald_Rubin
gptkbp:field statistics
causal inference
gptkbp:hasConcept counterfactuals
potential outcomes
https://www.w3.org/2000/01/rdf-schema#label Rubin Causal Model
gptkbp:influenced modern causal inference
gptkbp:introducedIn 1970s
gptkbp:relatedTo randomization
propensity score
Neyman–Rubin model
SUTVA
average treatment effect
causal estimand
confounding
treatment assignment
gptkbp:usedIn observational studies
randomized experiments
gptkbp:bfsParent gptkb:Donald_B._Rubin
gptkb:Donald_Rubin
gptkbp:bfsLayer 7