Methods for Causal Inference in Observational Studies leaf node


URI

https://openalex.org/T10845

Label

Methods for Causal Inference in Observational Studies

Description

This cluster of papers focuses on methods for causal inference in observational studies, with an emphasis on reducing the effects of confounding. It covers topics such as propensity score methods, matching methods, regression discontinuity, mediation analysis, instrumental variables, bias correction, and confounding control.

Implementation

@prefix oasubfields: <https://openalex.org/subfields/> .
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@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://openalex.org/T10845> a skos:Concept ;
    rdfs:label "Methods for Causal Inference in Observational Studies"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Causal_inference>,
        <https://openalex.org/T10845> ;
    skos:broader oasubfields:2613 ;
    skos:definition "This cluster of papers focuses on methods for causal inference in observational studies, with an emphasis on reducing the effects of confounding. It covers topics such as propensity score methods, matching methods, regression discontinuity, mediation analysis, instrumental variables, bias correction, and confounding control."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Methods for Causal Inference in Observational Studies"@en ;
    openalex:cited_by_count 892308 ;
    openalex:works_count 24983 .