Matches in SemOpenAlex for { <https://semopenalex.org/work/W4320459025> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4320459025 abstract "The log odds ratio is a well-established metric for evaluating the association between binary outcome and exposure variables. Despite its widespread use, there has been limited discussion on how to summarize the log odds ratio as a function of confounders through averaging. To address this issue, we propose the Average Adjusted Association (AAA), which is a summary measure of association in a heterogeneous population, adjusted for observed confounders. To facilitate the use of it, we also develop efficient double/debiased machine learning (DML) estimators of the AAA. Our DML estimators use two equivalent forms of the efficient influence function, and are applicable in various sampling scenarios, including random sampling, outcome-based sampling, and exposure-based sampling. Through real data and simulations, we demonstrate the practicality and effectiveness of our proposed estimators in measuring the AAA." @default.
- W4320459025 created "2023-02-14" @default.
- W4320459025 creator A5028536256 @default.
- W4320459025 creator A5028796876 @default.
- W4320459025 date "2022-05-27" @default.
- W4320459025 modified "2023-09-26" @default.
- W4320459025 title "Average Adjusted Association: Efficient Estimation with High Dimensional Confounders" @default.
- W4320459025 doi "https://doi.org/10.48550/arxiv.2205.14048" @default.
- W4320459025 hasPublicationYear "2022" @default.
- W4320459025 type Work @default.
- W4320459025 citedByCount "0" @default.
- W4320459025 crossrefType "posted-content" @default.
- W4320459025 hasAuthorship W4320459025A5028536256 @default.
- W4320459025 hasAuthorship W4320459025A5028796876 @default.
- W4320459025 hasBestOaLocation W43204590251 @default.
- W4320459025 hasConcept C105795698 @default.
- W4320459025 hasConcept C106131492 @default.
- W4320459025 hasConcept C127413603 @default.
- W4320459025 hasConcept C140779682 @default.
- W4320459025 hasConcept C142853389 @default.
- W4320459025 hasConcept C143095724 @default.
- W4320459025 hasConcept C144237770 @default.
- W4320459025 hasConcept C148220186 @default.
- W4320459025 hasConcept C149782125 @default.
- W4320459025 hasConcept C151956035 @default.
- W4320459025 hasConcept C156957248 @default.
- W4320459025 hasConcept C15744967 @default.
- W4320459025 hasConcept C176217482 @default.
- W4320459025 hasConcept C185429906 @default.
- W4320459025 hasConcept C21547014 @default.
- W4320459025 hasConcept C2908647359 @default.
- W4320459025 hasConcept C31972630 @default.
- W4320459025 hasConcept C33923547 @default.
- W4320459025 hasConcept C41008148 @default.
- W4320459025 hasConcept C542102704 @default.
- W4320459025 hasConcept C71924100 @default.
- W4320459025 hasConcept C77350462 @default.
- W4320459025 hasConcept C99454951 @default.
- W4320459025 hasConceptScore W4320459025C105795698 @default.
- W4320459025 hasConceptScore W4320459025C106131492 @default.
- W4320459025 hasConceptScore W4320459025C127413603 @default.
- W4320459025 hasConceptScore W4320459025C140779682 @default.
- W4320459025 hasConceptScore W4320459025C142853389 @default.
- W4320459025 hasConceptScore W4320459025C143095724 @default.
- W4320459025 hasConceptScore W4320459025C144237770 @default.
- W4320459025 hasConceptScore W4320459025C148220186 @default.
- W4320459025 hasConceptScore W4320459025C149782125 @default.
- W4320459025 hasConceptScore W4320459025C151956035 @default.
- W4320459025 hasConceptScore W4320459025C156957248 @default.
- W4320459025 hasConceptScore W4320459025C15744967 @default.
- W4320459025 hasConceptScore W4320459025C176217482 @default.
- W4320459025 hasConceptScore W4320459025C185429906 @default.
- W4320459025 hasConceptScore W4320459025C21547014 @default.
- W4320459025 hasConceptScore W4320459025C2908647359 @default.
- W4320459025 hasConceptScore W4320459025C31972630 @default.
- W4320459025 hasConceptScore W4320459025C33923547 @default.
- W4320459025 hasConceptScore W4320459025C41008148 @default.
- W4320459025 hasConceptScore W4320459025C542102704 @default.
- W4320459025 hasConceptScore W4320459025C71924100 @default.
- W4320459025 hasConceptScore W4320459025C77350462 @default.
- W4320459025 hasConceptScore W4320459025C99454951 @default.
- W4320459025 hasLocation W43204590251 @default.
- W4320459025 hasOpenAccess W4320459025 @default.
- W4320459025 hasPrimaryLocation W43204590251 @default.
- W4320459025 hasRelatedWork W2017052259 @default.
- W4320459025 hasRelatedWork W2019163176 @default.
- W4320459025 hasRelatedWork W2023736075 @default.
- W4320459025 hasRelatedWork W2056083210 @default.
- W4320459025 hasRelatedWork W2169901951 @default.
- W4320459025 hasRelatedWork W2183769715 @default.
- W4320459025 hasRelatedWork W2266110460 @default.
- W4320459025 hasRelatedWork W2313211764 @default.
- W4320459025 hasRelatedWork W4280650596 @default.
- W4320459025 hasRelatedWork W4312447901 @default.
- W4320459025 isParatext "false" @default.
- W4320459025 isRetracted "false" @default.
- W4320459025 workType "article" @default.