FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2108143085> ?p ?o ?g. }

• W2108143085 endingPage "1833" @default.
• W2108143085 startingPage "1818" @default.
• W2108143085 abstract "In the fight against hard-to-treat diseases such as cancer, it is often difficult to discover new treatments that benefit all subjects. For regulatory agency approval, it is more practical to identify subgroups of subjects for whom the treatment has an enhanced effect. Regression trees are natural for this task because they partition the data space. We briefly review existing regression tree algorithms. Then, we introduce three new ones that are practically free of selection bias and are applicable to data from randomized trials with two or more treatments, censored response variables, and missing values in the predictor variables. The algorithms extend the generalized unbiased interaction detection and estimation (GUIDE) approach by using three key ideas: (i) treatment as a linear predictor, (ii) chi-squared tests to detect residual patterns and lack of fit, and (iii) proportional hazards modeling via Poisson regression. Importance scores with thresholds for identifying influential variables are obtained as by-products. A bootstrap technique is used to construct confidence intervals for the treatment effects in each node. The methods are compared using real and simulated data. Copyright © 2015 John Wiley & Sons, Ltd." @default.
• W2108143085 created "2016-06-24" @default.
• W2108143085 creator A5042729829 @default.
• W2108143085 creator A5043658859 @default.
• W2108143085 creator A5080152913 @default.
• W2108143085 date "2015-02-05" @default.
• W2108143085 modified "2023-09-26" @default.
• W2108143085 title "A regression tree approach to identifying subgroups with differential treatment effects" @default.
• W2108143085 cites W1493790738 @default.
• W2108143085 cites W1519043595 @default.
• W2108143085 cites W1875061881 @default.
• W2108143085 cites W1976985517 @default.
• W2108143085 cites W1978250117 @default.
• W2108143085 cites W1982637896 @default.
• W2108143085 cites W1985851580 @default.
• W2108143085 cites W1988004867 @default.
• W2108143085 cites W2003336670 @default.
• W2108143085 cites W2029606207 @default.
• W2108143085 cites W2039979632 @default.
• W2108143085 cites W2045803758 @default.
• W2108143085 cites W2070505631 @default.
• W2108143085 cites W2072154218 @default.
• W2108143085 cites W2085107973 @default.
• W2108143085 cites W2105609213 @default.
• W2108143085 cites W2106244104 @default.
• W2108143085 cites W2130939988 @default.
• W2108143085 cites W2153476503 @default.
• W2108143085 cites W2164481774 @default.
• W2108143085 cites W2236833089 @default.
• W2108143085 cites W2325180252 @default.
• W2108143085 cites W2402484833 @default.
• W2108143085 cites W2413573154 @default.
• W2108143085 cites W2911964244 @default.
• W2108143085 cites W4214841749 @default.
• W2108143085 doi "https://doi.org/10.1002/sim.6454" @default.
• W2108143085 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4393794" @default.
• W2108143085 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/25656439" @default.
• W2108143085 hasPublicationYear "2015" @default.
• W2108143085 type Work @default.
• W2108143085 sameAs 2108143085 @default.
• W2108143085 citedByCount "138" @default.
• W2108143085 countsByYear W21081430852015 @default.
• W2108143085 countsByYear W21081430852016 @default.
• W2108143085 countsByYear W21081430852017 @default.
• W2108143085 countsByYear W21081430852018 @default.
• W2108143085 countsByYear W21081430852019 @default.
• W2108143085 countsByYear W21081430852020 @default.
• W2108143085 countsByYear W21081430852021 @default.
• W2108143085 countsByYear W21081430852022 @default.
• W2108143085 countsByYear W21081430852023 @default.
• W2108143085 crossrefType "journal-article" @default.
• W2108143085 hasAuthorship W2108143085A5042729829 @default.
• W2108143085 hasAuthorship W2108143085A5043658859 @default.
• W2108143085 hasAuthorship W2108143085A5080152913 @default.
• W2108143085 hasBestOaLocation W21081430852 @default.
• W2108143085 hasConcept C105795698 @default.
• W2108143085 hasConcept C124101348 @default.
• W2108143085 hasConcept C137345334 @default.
• W2108143085 hasConcept C149782125 @default.
• W2108143085 hasConcept C2908647359 @default.
• W2108143085 hasConcept C33923547 @default.
• W2108143085 hasConcept C41008148 @default.
• W2108143085 hasConcept C41587187 @default.
• W2108143085 hasConcept C44249647 @default.
• W2108143085 hasConcept C71924100 @default.
• W2108143085 hasConcept C73269764 @default.
• W2108143085 hasConcept C83546350 @default.
• W2108143085 hasConcept C84525736 @default.
• W2108143085 hasConcept C99454951 @default.
• W2108143085 hasConceptScore W2108143085C105795698 @default.
• W2108143085 hasConceptScore W2108143085C124101348 @default.
• W2108143085 hasConceptScore W2108143085C137345334 @default.
• W2108143085 hasConceptScore W2108143085C149782125 @default.
• W2108143085 hasConceptScore W2108143085C2908647359 @default.
• W2108143085 hasConceptScore W2108143085C33923547 @default.
• W2108143085 hasConceptScore W2108143085C41008148 @default.
• W2108143085 hasConceptScore W2108143085C41587187 @default.
• W2108143085 hasConceptScore W2108143085C44249647 @default.
• W2108143085 hasConceptScore W2108143085C71924100 @default.
• W2108143085 hasConceptScore W2108143085C73269764 @default.
• W2108143085 hasConceptScore W2108143085C83546350 @default.
• W2108143085 hasConceptScore W2108143085C84525736 @default.
• W2108143085 hasConceptScore W2108143085C99454951 @default.
• W2108143085 hasFunder F4320306076 @default.
• W2108143085 hasFunder F4320307758 @default.
• W2108143085 hasFunder F4320332161 @default.
• W2108143085 hasFunder F4320338281 @default.
• W2108143085 hasIssue "11" @default.
• W2108143085 hasLocation W21081430851 @default.
• W2108143085 hasLocation W21081430852 @default.
• W2108143085 hasLocation W21081430853 @default.
• W2108143085 hasLocation W21081430854 @default.
• W2108143085 hasLocation W21081430855 @default.
• W2108143085 hasOpenAccess W2108143085 @default.
• W2108143085 hasPrimaryLocation W21081430851 @default.
• W2108143085 hasRelatedWork W1765080143 @default.
• W2108143085 hasRelatedWork W1910164528 @default.
• W2108143085 hasRelatedWork W198099331 @default.

• next