Matches in SemOpenAlex for { <https://semopenalex.org/work/W3124747536> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W3124747536 abstract "This paper applies machine learning techniques to credibility theory and proposes a regression-tree-based algorithm to integrate covariate information into credibility premium prediction. The recursive binary algorithm partitions a collective of individual risks into mutually exclusive sub-collectives, and applies the classical Buhlmann-Straub credibility formula for the prediction of individual net premiums. The algorithm provides a flexible way to integrate covariate information into individual net premiums prediction. It is appealing for capturing non-linear and/or interaction covariate effects. It automatically selects influential covariate variables for premium prediction and requires no additional ex-ante variable selection procedure. The superiority in the prediction accuracy of the proposed algorithm is demonstrated by extensive simulation studies. The proposed method is applied to the U.S. Medicare data for illustration purposes." @default.
- W3124747536 created "2021-02-01" @default.
- W3124747536 creator A5004073903 @default.
- W3124747536 creator A5015294648 @default.
- W3124747536 date "2018-01-01" @default.
- W3124747536 modified "2023-09-27" @default.
- W3124747536 title "Regression Tree Credibility Model" @default.
- W3124747536 doi "https://doi.org/10.2139/ssrn.3288661" @default.
- W3124747536 hasPublicationYear "2018" @default.
- W3124747536 type Work @default.
- W3124747536 sameAs 3124747536 @default.
- W3124747536 citedByCount "0" @default.
- W3124747536 crossrefType "journal-article" @default.
- W3124747536 hasAuthorship W3124747536A5004073903 @default.
- W3124747536 hasAuthorship W3124747536A5015294648 @default.
- W3124747536 hasConcept C105795698 @default.
- W3124747536 hasConcept C113174947 @default.
- W3124747536 hasConcept C119043178 @default.
- W3124747536 hasConcept C119857082 @default.
- W3124747536 hasConcept C12267149 @default.
- W3124747536 hasConcept C124101348 @default.
- W3124747536 hasConcept C134306372 @default.
- W3124747536 hasConcept C137345334 @default.
- W3124747536 hasConcept C148483581 @default.
- W3124747536 hasConcept C149782125 @default.
- W3124747536 hasConcept C154945302 @default.
- W3124747536 hasConcept C17744445 @default.
- W3124747536 hasConcept C182365436 @default.
- W3124747536 hasConcept C199539241 @default.
- W3124747536 hasConcept C203868755 @default.
- W3124747536 hasConcept C2780224610 @default.
- W3124747536 hasConcept C33923547 @default.
- W3124747536 hasConcept C41008148 @default.
- W3124747536 hasConcept C44211194 @default.
- W3124747536 hasConcept C58166 @default.
- W3124747536 hasConcept C66905080 @default.
- W3124747536 hasConcept C83546350 @default.
- W3124747536 hasConcept C84525736 @default.
- W3124747536 hasConceptScore W3124747536C105795698 @default.
- W3124747536 hasConceptScore W3124747536C113174947 @default.
- W3124747536 hasConceptScore W3124747536C119043178 @default.
- W3124747536 hasConceptScore W3124747536C119857082 @default.
- W3124747536 hasConceptScore W3124747536C12267149 @default.
- W3124747536 hasConceptScore W3124747536C124101348 @default.
- W3124747536 hasConceptScore W3124747536C134306372 @default.
- W3124747536 hasConceptScore W3124747536C137345334 @default.
- W3124747536 hasConceptScore W3124747536C148483581 @default.
- W3124747536 hasConceptScore W3124747536C149782125 @default.
- W3124747536 hasConceptScore W3124747536C154945302 @default.
- W3124747536 hasConceptScore W3124747536C17744445 @default.
- W3124747536 hasConceptScore W3124747536C182365436 @default.
- W3124747536 hasConceptScore W3124747536C199539241 @default.
- W3124747536 hasConceptScore W3124747536C203868755 @default.
- W3124747536 hasConceptScore W3124747536C2780224610 @default.
- W3124747536 hasConceptScore W3124747536C33923547 @default.
- W3124747536 hasConceptScore W3124747536C41008148 @default.
- W3124747536 hasConceptScore W3124747536C44211194 @default.
- W3124747536 hasConceptScore W3124747536C58166 @default.
- W3124747536 hasConceptScore W3124747536C66905080 @default.
- W3124747536 hasConceptScore W3124747536C83546350 @default.
- W3124747536 hasConceptScore W3124747536C84525736 @default.
- W3124747536 hasLocation W31247475361 @default.
- W3124747536 hasOpenAccess W3124747536 @default.
- W3124747536 hasPrimaryLocation W31247475361 @default.
- W3124747536 hasRelatedWork W2049477141 @default.
- W3124747536 hasRelatedWork W2122886423 @default.
- W3124747536 hasRelatedWork W2141790034 @default.
- W3124747536 hasRelatedWork W2274371243 @default.
- W3124747536 hasRelatedWork W2355706946 @default.
- W3124747536 hasRelatedWork W2407256308 @default.
- W3124747536 hasRelatedWork W2561853884 @default.
- W3124747536 hasRelatedWork W2771878139 @default.
- W3124747536 hasRelatedWork W2807416214 @default.
- W3124747536 hasRelatedWork W2921862053 @default.
- W3124747536 hasRelatedWork W2962822615 @default.
- W3124747536 hasRelatedWork W3034622896 @default.
- W3124747536 hasRelatedWork W3121156095 @default.
- W3124747536 hasRelatedWork W3122628886 @default.
- W3124747536 hasRelatedWork W3124136712 @default.
- W3124747536 hasRelatedWork W3125705305 @default.
- W3124747536 hasRelatedWork W3141039006 @default.
- W3124747536 hasRelatedWork W3199312185 @default.
- W3124747536 hasRelatedWork W608265362 @default.
- W3124747536 hasRelatedWork W761419613 @default.
- W3124747536 isParatext "false" @default.
- W3124747536 isRetracted "false" @default.
- W3124747536 magId "3124747536" @default.
- W3124747536 workType "article" @default.