Matches in SemOpenAlex for { <https://semopenalex.org/work/W2952822714> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2952822714 endingPage "725" @default.
- W2952822714 startingPage "703" @default.
- W2952822714 abstract "Model-based trees are used to find subgroups in data which differ with respect to model parameters. In some applications it is natural to keep some parameters fixed globally for all observations while asking if and how other parameters vary across subgroups. Existing implementations of model-based trees can only deal with the scenario where all parameters depend on the subgroups. We propose partially additive linear model trees (PALM trees) as an extension of (generalised) linear model trees (LM and GLM trees, respectively), in which the model parameters are specified a priori to be estimated either globally from all observations or locally from the observations within the subgroups determined by the tree. Simulations show that the method has high power for detecting subgroups in the presence of global effects and reliably recovers the true parameters. Furthermore, treatment-subgroup differences are detected in an empirical application of the method to data from a mathematics exam: the PALM tree is able to detect a small subgroup of students that had a disadvantage in an exam with two versions while adjusting for overall ability effects." @default.
- W2952822714 created "2019-06-27" @default.
- W2952822714 creator A5014873408 @default.
- W2952822714 creator A5041457748 @default.
- W2952822714 creator A5062348958 @default.
- W2952822714 date "2018-10-05" @default.
- W2952822714 modified "2023-10-04" @default.
- W2952822714 title "Generalised linear model trees with global additive effects" @default.
- W2952822714 cites W1720450983 @default.
- W2952822714 cites W1976215007 @default.
- W2952822714 cites W1996215710 @default.
- W2952822714 cites W2016603580 @default.
- W2952822714 cites W2040280877 @default.
- W2952822714 cites W2045803758 @default.
- W2952822714 cites W2090634555 @default.
- W2952822714 cites W2123998733 @default.
- W2952822714 cites W2130014634 @default.
- W2952822714 cites W2156562757 @default.
- W2952822714 cites W2164481774 @default.
- W2952822714 cites W2216356458 @default.
- W2952822714 cites W2396610607 @default.
- W2952822714 cites W2476265589 @default.
- W2952822714 cites W2589615383 @default.
- W2952822714 cites W2616848457 @default.
- W2952822714 cites W4235169531 @default.
- W2952822714 doi "https://doi.org/10.1007/s11634-018-0342-1" @default.
- W2952822714 hasPublicationYear "2018" @default.
- W2952822714 type Work @default.
- W2952822714 sameAs 2952822714 @default.
- W2952822714 citedByCount "12" @default.
- W2952822714 countsByYear W29528227142019 @default.
- W2952822714 countsByYear W29528227142020 @default.
- W2952822714 countsByYear W29528227142021 @default.
- W2952822714 countsByYear W29528227142022 @default.
- W2952822714 countsByYear W29528227142023 @default.
- W2952822714 crossrefType "journal-article" @default.
- W2952822714 hasAuthorship W2952822714A5014873408 @default.
- W2952822714 hasAuthorship W2952822714A5041457748 @default.
- W2952822714 hasAuthorship W2952822714A5062348958 @default.
- W2952822714 hasBestOaLocation W29528227142 @default.
- W2952822714 hasConcept C105795698 @default.
- W2952822714 hasConcept C111472728 @default.
- W2952822714 hasConcept C113174947 @default.
- W2952822714 hasConcept C114614502 @default.
- W2952822714 hasConcept C138885662 @default.
- W2952822714 hasConcept C149782125 @default.
- W2952822714 hasConcept C163175372 @default.
- W2952822714 hasConcept C199360897 @default.
- W2952822714 hasConcept C2778029271 @default.
- W2952822714 hasConcept C33923547 @default.
- W2952822714 hasConcept C41008148 @default.
- W2952822714 hasConcept C41587187 @default.
- W2952822714 hasConcept C75553542 @default.
- W2952822714 hasConceptScore W2952822714C105795698 @default.
- W2952822714 hasConceptScore W2952822714C111472728 @default.
- W2952822714 hasConceptScore W2952822714C113174947 @default.
- W2952822714 hasConceptScore W2952822714C114614502 @default.
- W2952822714 hasConceptScore W2952822714C138885662 @default.
- W2952822714 hasConceptScore W2952822714C149782125 @default.
- W2952822714 hasConceptScore W2952822714C163175372 @default.
- W2952822714 hasConceptScore W2952822714C199360897 @default.
- W2952822714 hasConceptScore W2952822714C2778029271 @default.
- W2952822714 hasConceptScore W2952822714C33923547 @default.
- W2952822714 hasConceptScore W2952822714C41008148 @default.
- W2952822714 hasConceptScore W2952822714C41587187 @default.
- W2952822714 hasConceptScore W2952822714C75553542 @default.
- W2952822714 hasFunder F4320320924 @default.
- W2952822714 hasIssue "3" @default.
- W2952822714 hasLocation W29528227141 @default.
- W2952822714 hasLocation W29528227142 @default.
- W2952822714 hasLocation W29528227143 @default.
- W2952822714 hasLocation W29528227144 @default.
- W2952822714 hasOpenAccess W2952822714 @default.
- W2952822714 hasPrimaryLocation W29528227141 @default.
- W2952822714 hasRelatedWork W2033571057 @default.
- W2952822714 hasRelatedWork W2069998960 @default.
- W2952822714 hasRelatedWork W2167655429 @default.
- W2952822714 hasRelatedWork W2439899683 @default.
- W2952822714 hasRelatedWork W2562359147 @default.
- W2952822714 hasRelatedWork W2897829160 @default.
- W2952822714 hasRelatedWork W2952822714 @default.
- W2952822714 hasRelatedWork W3124542860 @default.
- W2952822714 hasRelatedWork W4251067554 @default.
- W2952822714 hasRelatedWork W1826773115 @default.
- W2952822714 hasVolume "13" @default.
- W2952822714 isParatext "false" @default.
- W2952822714 isRetracted "false" @default.
- W2952822714 magId "2952822714" @default.
- W2952822714 workType "article" @default.