FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2981941341> ?p ?o ?g. }

• W2981941341 endingPage "5412" @default.
• W2981941341 startingPage "5391" @default.
• W2981941341 abstract "In this work, we propose a semiparametric method for estimating the optimal treatment for a given patient based on individual covariate information for that patient when data from a crossover design are available. Here, we assume there are carry‐over effects for patients switching from one treatment to another. For the K treatment ( K ≥ 2) scenario, we show that nonparametric estimation of carry‐over effects can have the undesirable property that comparison of treatment means can only be done using independent outcome measurements from different groups of patients rather than using available joint measurements for each patient. To overcome this barrier, we compare probabilities of outcome variable of each treatment dominating outcome variables for all other treatments conditional on patient‐specific scores constructed from patient covariates. We suggest single‐index models as appropriate models connecting outcome variables to covariates and our empirical investigations show that frequencies of correct treatment assignments are highly accurate. The proposed method is also rather robust against departures from a single‐index model structure. We also conduct a real data analysis to show the applicability of the proposed procedure." @default.
• W2981941341 created "2019-11-01" @default.
• W2981941341 creator A5003292914 @default.
• W2981941341 creator A5055821629 @default.
• W2981941341 creator A5056994656 @default.
• W2981941341 date "2019-10-21" @default.
• W2981941341 modified "2023-10-16" @default.
• W2981941341 title "Personalized treatment selection using data from crossover designs with carry‐over effects" @default.
• W2981941341 cites W1513618424 @default.
• W2981941341 cites W1969640518 @default.
• W2981941341 cites W1978930294 @default.
• W2981941341 cites W1978930761 @default.
• W2981941341 cites W1994857208 @default.
• W2981941341 cites W1998096683 @default.
• W2981941341 cites W2009070440 @default.
• W2981941341 cites W2010379916 @default.
• W2981941341 cites W2024307779 @default.
• W2981941341 cites W2033148801 @default.
• W2981941341 cites W2053189849 @default.
• W2981941341 cites W2066153095 @default.
• W2981941341 cites W2093738981 @default.
• W2981941341 cites W2124128363 @default.
• W2981941341 cites W2136175429 @default.
• W2981941341 cites W2140507298 @default.
• W2981941341 cites W2153646525 @default.
• W2981941341 cites W2163514379 @default.
• W2981941341 cites W2282231179 @default.
• W2981941341 cites W2411613392 @default.
• W2981941341 cites W2563129910 @default.
• W2981941341 cites W2612781573 @default.
• W2981941341 cites W2756210775 @default.
• W2981941341 cites W2765862678 @default.
• W2981941341 cites W2789782839 @default.
• W2981941341 cites W2898332671 @default.
• W2981941341 cites W2944505189 @default.
• W2981941341 cites W2963325857 @default.
• W2981941341 cites W3106017199 @default.
• W2981941341 cites W3123794201 @default.
• W2981941341 cites W4238717354 @default.
• W2981941341 cites W4248112284 @default.
• W2981941341 cites W4302599714 @default.
• W2981941341 cites W4312861634 @default.
• W2981941341 cites W2062191152 @default.
• W2981941341 doi "https://doi.org/10.1002/sim.8372" @default.
• W2981941341 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6842056" @default.
• W2981941341 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31637762" @default.
• W2981941341 hasPublicationYear "2019" @default.
• W2981941341 type Work @default.
• W2981941341 sameAs 2981941341 @default.
• W2981941341 citedByCount "0" @default.
• W2981941341 crossrefType "journal-article" @default.
• W2981941341 hasAuthorship W2981941341A5003292914 @default.
• W2981941341 hasAuthorship W2981941341A5055821629 @default.
• W2981941341 hasAuthorship W2981941341A5056994656 @default.
• W2981941341 hasBestOaLocation W29819413412 @default.
• W2981941341 hasConcept C10138342 @default.
• W2981941341 hasConcept C102366305 @default.
• W2981941341 hasConcept C105795698 @default.
• W2981941341 hasConcept C119043178 @default.
• W2981941341 hasConcept C119857082 @default.
• W2981941341 hasConcept C122507166 @default.
• W2981941341 hasConcept C134306372 @default.
• W2981941341 hasConcept C136764020 @default.
• W2981941341 hasConcept C144237770 @default.
• W2981941341 hasConcept C148220186 @default.
• W2981941341 hasConcept C149782125 @default.
• W2981941341 hasConcept C162324750 @default.
• W2981941341 hasConcept C182365436 @default.
• W2981941341 hasConcept C2776299755 @default.
• W2981941341 hasConcept C2777382242 @default.
• W2981941341 hasConcept C33923547 @default.
• W2981941341 hasConcept C41008148 @default.
• W2981941341 hasConcept C81917197 @default.
• W2981941341 hasConceptScore W2981941341C10138342 @default.
• W2981941341 hasConceptScore W2981941341C102366305 @default.
• W2981941341 hasConceptScore W2981941341C105795698 @default.
• W2981941341 hasConceptScore W2981941341C119043178 @default.
• W2981941341 hasConceptScore W2981941341C119857082 @default.
• W2981941341 hasConceptScore W2981941341C122507166 @default.
• W2981941341 hasConceptScore W2981941341C134306372 @default.
• W2981941341 hasConceptScore W2981941341C136764020 @default.
• W2981941341 hasConceptScore W2981941341C144237770 @default.
• W2981941341 hasConceptScore W2981941341C148220186 @default.
• W2981941341 hasConceptScore W2981941341C149782125 @default.
• W2981941341 hasConceptScore W2981941341C162324750 @default.
• W2981941341 hasConceptScore W2981941341C182365436 @default.
• W2981941341 hasConceptScore W2981941341C2776299755 @default.
• W2981941341 hasConceptScore W2981941341C2777382242 @default.
• W2981941341 hasConceptScore W2981941341C33923547 @default.
• W2981941341 hasConceptScore W2981941341C41008148 @default.
• W2981941341 hasConceptScore W2981941341C81917197 @default.
• W2981941341 hasFunder F4320332161 @default.
• W2981941341 hasIssue "28" @default.
• W2981941341 hasLocation W29819413411 @default.
• W2981941341 hasLocation W29819413412 @default.
• W2981941341 hasOpenAccess W2981941341 @default.
• W2981941341 hasPrimaryLocation W29819413411 @default.
• W2981941341 hasRelatedWork W2162923601 @default.

• next