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gptkbp:instanceOf
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gptkb:philosophy
|
|
gptkbp:contrastsWith
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Deterministic causation
|
|
gptkbp:defines
|
An event A probabilistically causes event B if the occurrence of A increases the probability of B
|
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gptkbp:describes
|
Causal relationships in terms of probability
|
|
gptkbp:field
|
Statistics
Philosophy of science
Causal inference
|
|
gptkbp:hasConcept
|
Causal inference
Conditional probability
Probability raising
Statistical relevance
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|
https://www.w3.org/2000/01/rdf-schema#label
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Probabilistic Causation
|
|
gptkbp:notableContributor
|
gptkb:David_Lewis
gptkb:Judea_Pearl
gptkb:Patrick_Suppes
|
|
gptkbp:notableWork
|
gptkb:A_Probabilistic_Theory_of_Causality
|
|
gptkbp:proposedBy
|
gptkb:Patrick_Suppes
|
|
gptkbp:relatedTo
|
gptkb:Bayesian_networks
Correlation
Counterfactual causation
|
|
gptkbp:usedIn
|
gptkb:artificial_intelligence
Epidemiology
Social sciences
Econometrics
|
|
gptkbp:相关理论
|
gptkb:Granger_causality
gptkb:Causal_Bayesian_networks
gptkb:Rubin_causal_model
gptkb:Structural_equation_modeling
|
|
gptkbp:bfsParent
|
gptkb:Causal_Relations
|
|
gptkbp:bfsLayer
|
6
|