Source / pinned edition

Judea Pearl, «Causal inference in statistics: An overview», Statistics Surveys 3 (2009) 96-146

Source of package pearl.causal_models · UCLA Cognitive Systems Laboratory Technical Report R-350

work
urn:pearl:clir:causal-models#PEARL_R350
number
UCLA Cognitive Systems Laboratory Technical Report R-350
kind
urn:pearl:clir:causal-models#treatise

Английский текст обзора; модель определений 1-4, теоремы 1 и следствия 1

edition
urn:pearl:clir:causal-models#PEARL_R350_EN
language
en
officiality
official
materialisation
ABSTRACT_ONLY
life cycle
—

Publications

URITypedocumentHashRetrieved
https://ftp.cs.ucla.edu/pub/stat_ser/r350.pdfapplication/pdfsha256:1a5ecb7cb7c55a9b4f2c09aac091bc01a3eabfc94fc55ee692efbc013a8b75812026-09-08T09:00:00Z

Fragments — 17

section/1 · paragraph

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section/2.1 · paragraph · referenced by: 11

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Referencing norms: AssociationReportedAsEffect, AssociationWithoutCausalPremise, CausalClaimHasDeclaredPremise, CausalConclusionNeedsAllThree, association_reported_as_effect, association_without_causal_premise, causal_claim_has_declared_premise, causal_conclusion, declared_causal_assumption, effect_claimed, observational_association

section/2.2 · paragraph · referenced by: 33

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Referencing norms: ConceptClass, DefinableFromDistributionAlone, DefinableFromDistributionAlone/necessary, DefinableFromDistributionAlone/sufficient, NamedConcept, RequiresCausalVocabulary, RequiresCausalVocabulary/necessary, RequiresCausalVocabulary/sufficient, concept_class, dm-1, dm-10, dm-11, dm-12, dm-13, dm-14, dm-15, dm-16, dm-17, dm-18, dm-19, dm-2, dm-20, dm-21, dm-22, dm-23, dm-24, dm-3, dm-4, dm-5, dm-6, dm-7, dm-8, dm-9

section/2.3 · paragraph · referenced by: 4

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Referencing norms: AssociationalDefinitionMisclassifies, associational_definition_misclassifies, associationally_flagged_confounder, on_causal_path

section/2.4 · paragraph · referenced by: 6

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Referencing norms: CausalClaimExpressible, CausalClaimExpressible/necessary, CausalClaimExpressible/sufficient, NotationDeclared, notation_declared, notation_used

section/3.1 · paragraph · referenced by: 8

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Referencing norms: CausalModel, DescendantAsserted, DescendantFromEdge, DescendantTransitive, Variable, bidirected_edge, directed_edge, entailed_descendant

section/3.2 · paragraph · referenced by: 13

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Referencing norms: BlockByArrowEmittingNode, BlockByCollider, BlockingReason, ColliderHasDescendantInSet, GraphPath, PathBlocked, arrow_emitting_node, blocks_path, collider_has_descendant_in_set, collision_node, descendant_of, path_blocked, path_of

section/3.2.1 · paragraph · referenced by: 26

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Referencing norms: CausalEffectIdentifiable, CausalEffectIdentifiable/necessary, CausalEffectIdentifiable/sufficient, DataKind, IdentificationNeeded, InterventionPair, PointIdentifyingStrategyAvailable, PreconditionRandomized, QueryAnswerableFromAvailableData, QueryLevel, RandomizedStrategyAvailable, available_data, identification_needed, intervention_pair, intervention_query, lad-1, lad-2, lad-3, lad-4, lad-5, lad-6, level_answerable_from, point_identifying_strategy_available, query_answerable_from_available_data, query_level, treatment_randomized_in

section/3.2.2 · paragraph

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section/3.2.3 · paragraph · referenced by: 21

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Referencing norms: HasUnmeasuredConfounding, ModelMarkovian, PreconditionMarkovian, TruncatedFactorizationAvailable, acyclic_declared, errors_jointly_independent, has_unmeasured_confounding, model_markovian, precondition_satisfied, st-1, st-10, st-11, st-12, st-2, st-3, st-4, st-5, st-6, st-7, st-8, st-9

section/3.3.1 · paragraph · referenced by: 40

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Referencing norms: AdjustmentFormulaApplicable, AdjustmentSet, AdmissibleSet, AdmissibleSet/necessary, AdmissibleSet/sufficient, AnyUnblockedBackDoorPath, BackDoorStrategyAvailable, IdentificationStrategy, PreconditionAdmissibleSet, PreconditionGraphDeclared, SetContainsDescendantOfTreatment, StrategyOutcome, StrategyPrecondition, StrategyPreconditionUnmet, UnblockedBackDoorPath, adjustment_formula_applicable, adjustment_set_for, any_unblocked_back_door_path, back_door_path, graph_structure_declared_for, in_adjustment_set, precondition_satisfied, set_contains_descendant_of_treatment, st-1, st-10, st-11, st-12, st-2, st-3, st-4, st-5, st-6, st-7, st-8, st-9, strategy_available, strategy_precondition, strategy_precondition_unmet, strategy_yields, unblocked_back_door_path

section/3.3.2 · paragraph · referenced by: 19

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Referencing norms: IdentificationStrategy, StrategyOutcome, StrategyPrecondition, StrategyPreconditionUnmet, st-1, st-10, st-11, st-12, st-2, st-3, st-4, st-5, st-6, st-7, st-8, st-9, strategy_precondition, strategy_precondition_unmet, strategy_yields

section/3.3.3 · paragraph · referenced by: 6

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Referencing norms: IdentificationPerformed, IdentificationWithoutGrounds, effect_estimated, identification_carried_out, identification_performed, identification_performed_without_grounds

section/3.4 · paragraph · referenced by: 29

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Referencing norms: CausalQuery, CounterfactualAnswerable, CounterfactualDeclared, CounterfactualQuestionKind, DataKind, ExperimentCannotAnswer, QueryLevel, UnitLevelCounterfactualDefined, UnitLevelCounterfactualDefined/necessary, UnitLevelCounterfactualDefined/sufficient, background_conditions_specified, cf-1, cf-2, cf-3, counterfactual_answerable, counterfactual_declared, counterfactual_of, counterfactual_question_kind, experiment_cannot_answer, lad-1, lad-2, lad-3, lad-4, lad-5, lad-6, level_answerable_from, modified_model_declared, not_expressible_in_do_notation, structural_equations_fully_specified

section/3.5 · paragraph · referenced by: 23

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Referencing norms: IdentificationStrategy, InstrumentalStrategyAvailable, PreconditionInstrument, StrategyOutcome, StrategyPrecondition, StrategyPreconditionUnmet, instrument_declared_for, precondition_satisfied, st-1, st-10, st-11, st-12, st-2, st-3, st-4, st-5, st-6, st-7, st-8, st-9, strategy_precondition, strategy_precondition_unmet, strategy_yields

section/5.1 · paragraph · referenced by: 8

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Referencing norms: DecompositionExpressible, EffectDecomposition, TotalEffectExpressible, decomposition_expressible, decomposition_requires_mediator, med-1, med-2, mediator_declared

section/5.2 · paragraph

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The hash beside the text is the sha256 of its exact bytes. It is the check that the text shown matches the one pinned in the package: a divergence fails the oracle’s static analysis.