FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3112125674> ?p ?o ?g. }

• W3112125674 abstract "Subclassification and matching are often used to adjust for observed covariates in observational studies; however, they are largely restricted to relatively simple study designs with a binary treatment. One important exception is Lu et al.(2001), who considered optimal pair matching with a continuous treatment dose. In this article, we propose two criteria for optimal subclassification/full matching based on subclass homogeneity with a continuous treatment dose, and propose an efficient polynomial-time algorithm that is guaranteed to find an optimal subclassification with respect to one criterion and serves as a 2-approximation algorithm for the other criterion. We discuss how to incorporate treatment dose and use appropriate penalties to control the number of subclasses in the design. Via extensive simulations, we systematically examine the performance of our proposed method, and demonstrate that combining our proposed subclassification scheme with regression adjustment helps reduce model dependence for parametric causal inference with a continuous treatment dose. We illustrate the new design and how to conduct randomization-based statistical inference under the new design using Medicare and Medicaid claims data to study the effect of transesophageal echocardiography (TEE) during CABG surgery on patients' 30-day mortality rate." @default.
• W3112125674 created "2020-12-21" @default.
• W3112125674 creator A5011877804 @default.
• W3112125674 creator A5045429157 @default.
• W3112125674 creator A5073645039 @default.
• W3112125674 date "2020-12-13" @default.
• W3112125674 modified "2023-09-27" @default.
• W3112125674 title "Statistical matching and subclassification with a continuous dose: characterization, algorithms, and inference" @default.
• W3112125674 cites W1577411356 @default.
• W3112125674 cites W1905274468 @default.
• W3112125674 cites W1972910909 @default.
• W3112125674 cites W1973683188 @default.
• W3112125674 cites W1973886547 @default.
• W3112125674 cites W1974338627 @default.
• W3112125674 cites W1982910299 @default.
• W3112125674 cites W1984688632 @default.
• W3112125674 cites W1985787417 @default.
• W3112125674 cites W2002595054 @default.
• W3112125674 cites W2027739215 @default.
• W3112125674 cites W2028442196 @default.
• W3112125674 cites W2038351084 @default.
• W3112125674 cites W2052038764 @default.
• W3112125674 cites W2053055425 @default.
• W3112125674 cites W2056393887 @default.
• W3112125674 cites W2066795154 @default.
• W3112125674 cites W2069568029 @default.
• W3112125674 cites W2072098270 @default.
• W3112125674 cites W2095334503 @default.
• W3112125674 cites W2107937969 @default.
• W3112125674 cites W2122771444 @default.
• W3112125674 cites W2136484149 @default.
• W3112125674 cites W2139577967 @default.
• W3112125674 cites W2140235372 @default.
• W3112125674 cites W2152849583 @default.
• W3112125674 cites W2155163959 @default.
• W3112125674 cites W253646976 @default.
• W3112125674 cites W2611804663 @default.
• W3112125674 cites W2616651817 @default.
• W3112125674 cites W28038548 @default.
• W3112125674 cites W2891743005 @default.
• W3112125674 cites W2924899695 @default.
• W3112125674 cites W2957321942 @default.
• W3112125674 cites W2968103140 @default.
• W3112125674 cites W2991357952 @default.
• W3112125674 cites W3010484504 @default.
• W3112125674 cites W3027676769 @default.
• W3112125674 cites W3043074597 @default.
• W3112125674 cites W3084000072 @default.
• W3112125674 cites W3122049309 @default.
• W3112125674 cites W3151487115 @default.
• W3112125674 hasPublicationYear "2020" @default.
• W3112125674 type Work @default.
• W3112125674 sameAs 3112125674 @default.
• W3112125674 citedByCount "1" @default.
• W3112125674 countsByYear W31121256742021 @default.
• W3112125674 crossrefType "posted-content" @default.
• W3112125674 hasAuthorship W3112125674A5011877804 @default.
• W3112125674 hasAuthorship W3112125674A5045429157 @default.
• W3112125674 hasAuthorship W3112125674A5073645039 @default.
• W3112125674 hasConcept C105795698 @default.
• W3112125674 hasConcept C11413529 @default.
• W3112125674 hasConcept C117251300 @default.
• W3112125674 hasConcept C119043178 @default.
• W3112125674 hasConcept C126255220 @default.
• W3112125674 hasConcept C126322002 @default.
• W3112125674 hasConcept C134261354 @default.
• W3112125674 hasConcept C142259097 @default.
• W3112125674 hasConcept C154945302 @default.
• W3112125674 hasConcept C158600405 @default.
• W3112125674 hasConcept C165064840 @default.
• W3112125674 hasConcept C17923572 @default.
• W3112125674 hasConcept C204243189 @default.
• W3112125674 hasConcept C2776214188 @default.
• W3112125674 hasConcept C33923547 @default.
• W3112125674 hasConcept C41008148 @default.
• W3112125674 hasConcept C535046627 @default.
• W3112125674 hasConcept C71924100 @default.
• W3112125674 hasConcept C89337504 @default.
• W3112125674 hasConceptScore W3112125674C105795698 @default.
• W3112125674 hasConceptScore W3112125674C11413529 @default.
• W3112125674 hasConceptScore W3112125674C117251300 @default.
• W3112125674 hasConceptScore W3112125674C119043178 @default.
• W3112125674 hasConceptScore W3112125674C126255220 @default.
• W3112125674 hasConceptScore W3112125674C126322002 @default.
• W3112125674 hasConceptScore W3112125674C134261354 @default.
• W3112125674 hasConceptScore W3112125674C142259097 @default.
• W3112125674 hasConceptScore W3112125674C154945302 @default.
• W3112125674 hasConceptScore W3112125674C158600405 @default.
• W3112125674 hasConceptScore W3112125674C165064840 @default.
• W3112125674 hasConceptScore W3112125674C17923572 @default.
• W3112125674 hasConceptScore W3112125674C204243189 @default.
• W3112125674 hasConceptScore W3112125674C2776214188 @default.
• W3112125674 hasConceptScore W3112125674C33923547 @default.
• W3112125674 hasConceptScore W3112125674C41008148 @default.
• W3112125674 hasConceptScore W3112125674C535046627 @default.
• W3112125674 hasConceptScore W3112125674C71924100 @default.
• W3112125674 hasConceptScore W3112125674C89337504 @default.
• W3112125674 hasLocation W31121256741 @default.
• W3112125674 hasOpenAccess W3112125674 @default.
• W3112125674 hasPrimaryLocation W31121256741 @default.

• next