Rubin causal model

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:alsoKnownAs potential outcomes framework
gptkbp:appliesTo observational studies
randomized experiments
gptkbp:assumes no interference
ignorability
stable unit treatment value assumption
gptkbp:basedOn potential outcomes
gptkbp:citation causal inference literature
gptkbp:describes causal effects
gptkbp:developedBy gptkb:Donald_Rubin
gptkbp:focusesOn treatment effects
https://www.w3.org/2000/01/rdf-schema#label Rubin causal model
gptkbp:influenced modern causal inference methods
gptkbp:introducedIn 1970s
gptkbp:relatedTo counterfactuals
Neyman–Rubin model
gptkbp:usedIn epidemiology
statistics
econometrics
causal inference
gptkbp:bfsParent gptkb:Probabilistic_Causation
gptkbp:bfsLayer 7