Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308275718> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W4308275718 endingPage "119134" @default.
- W4308275718 startingPage "119134" @default.
- W4308275718 abstract "In production theory and engineering, a topic of interest is the determination of technical efficiency of firms from the estimation of a technology. By definition, a technology must satisfy a set of micro-economic postulates. Likewise, a valid estimator of a technology should meet the same set of axioms. In this paper, for the first time, we adapt the Gradient Tree Boosting algorithm with the objective of estimating production technologies, satisfying the required theoretical conditions. The new approach shares similarities with the standard Free Disposal Hull (FDH) methodology, but with the advantage that it avoids the typical problem of overfitting. Finally, the performance of the new approach based on boosting is measured through a computational experience, determining that the technique based upon boosting decreases the mean squared error by more than 35% with respect to FDH." @default.
- W4308275718 created "2022-11-10" @default.
- W4308275718 creator A5001860877 @default.
- W4308275718 creator A5035640046 @default.
- W4308275718 creator A5058427371 @default.
- W4308275718 date "2023-03-01" @default.
- W4308275718 modified "2023-09-30" @default.
- W4308275718 title "Gradient tree boosting and the estimation of production frontiers" @default.
- W4308275718 cites W1595334554 @default.
- W4308275718 cites W1988790447 @default.
- W4308275718 cites W2010433656 @default.
- W4308275718 cites W2012290523 @default.
- W4308275718 cites W2052611008 @default.
- W4308275718 cites W2073750977 @default.
- W4308275718 cites W2076452041 @default.
- W4308275718 cites W2088794999 @default.
- W4308275718 cites W2124720408 @default.
- W4308275718 cites W2129763896 @default.
- W4308275718 cites W2130476589 @default.
- W4308275718 cites W2130547445 @default.
- W4308275718 cites W2142399242 @default.
- W4308275718 cites W2143456384 @default.
- W4308275718 cites W2147940867 @default.
- W4308275718 cites W2169742728 @default.
- W4308275718 cites W2312482938 @default.
- W4308275718 cites W2339768872 @default.
- W4308275718 cites W2592208189 @default.
- W4308275718 cites W2738051499 @default.
- W4308275718 cites W2789282145 @default.
- W4308275718 cites W2795003709 @default.
- W4308275718 cites W2808112265 @default.
- W4308275718 cites W2884667242 @default.
- W4308275718 cites W2889050726 @default.
- W4308275718 cites W2898280479 @default.
- W4308275718 cites W2899304741 @default.
- W4308275718 cites W2903421951 @default.
- W4308275718 cites W2911964244 @default.
- W4308275718 cites W2922097721 @default.
- W4308275718 cites W2922181508 @default.
- W4308275718 cites W2923233092 @default.
- W4308275718 cites W2977285514 @default.
- W4308275718 cites W3002087175 @default.
- W4308275718 cites W3030627908 @default.
- W4308275718 cites W3045882059 @default.
- W4308275718 cites W3102476541 @default.
- W4308275718 cites W3124222757 @default.
- W4308275718 doi "https://doi.org/10.1016/j.eswa.2022.119134" @default.
- W4308275718 hasPublicationYear "2023" @default.
- W4308275718 type Work @default.
- W4308275718 citedByCount "4" @default.
- W4308275718 countsByYear W43082757182023 @default.
- W4308275718 crossrefType "journal-article" @default.
- W4308275718 hasAuthorship W4308275718A5001860877 @default.
- W4308275718 hasAuthorship W4308275718A5035640046 @default.
- W4308275718 hasAuthorship W4308275718A5058427371 @default.
- W4308275718 hasBestOaLocation W43082757181 @default.
- W4308275718 hasConcept C105795698 @default.
- W4308275718 hasConcept C119857082 @default.
- W4308275718 hasConcept C126255220 @default.
- W4308275718 hasConcept C154945302 @default.
- W4308275718 hasConcept C169258074 @default.
- W4308275718 hasConcept C185429906 @default.
- W4308275718 hasConcept C22019652 @default.
- W4308275718 hasConcept C33923547 @default.
- W4308275718 hasConcept C41008148 @default.
- W4308275718 hasConcept C46686674 @default.
- W4308275718 hasConcept C50644808 @default.
- W4308275718 hasConcept C70153297 @default.
- W4308275718 hasConceptScore W4308275718C105795698 @default.
- W4308275718 hasConceptScore W4308275718C119857082 @default.
- W4308275718 hasConceptScore W4308275718C126255220 @default.
- W4308275718 hasConceptScore W4308275718C154945302 @default.
- W4308275718 hasConceptScore W4308275718C169258074 @default.
- W4308275718 hasConceptScore W4308275718C185429906 @default.
- W4308275718 hasConceptScore W4308275718C22019652 @default.
- W4308275718 hasConceptScore W4308275718C33923547 @default.
- W4308275718 hasConceptScore W4308275718C41008148 @default.
- W4308275718 hasConceptScore W4308275718C46686674 @default.
- W4308275718 hasConceptScore W4308275718C50644808 @default.
- W4308275718 hasConceptScore W4308275718C70153297 @default.
- W4308275718 hasLocation W43082757181 @default.
- W4308275718 hasOpenAccess W4308275718 @default.
- W4308275718 hasPrimaryLocation W43082757181 @default.
- W4308275718 hasRelatedWork W188436499 @default.
- W4308275718 hasRelatedWork W1996541855 @default.
- W4308275718 hasRelatedWork W2589754873 @default.
- W4308275718 hasRelatedWork W2595706594 @default.
- W4308275718 hasRelatedWork W2765512305 @default.
- W4308275718 hasRelatedWork W2797099847 @default.
- W4308275718 hasRelatedWork W2899545466 @default.
- W4308275718 hasRelatedWork W2989932438 @default.
- W4308275718 hasRelatedWork W4313488044 @default.
- W4308275718 hasRelatedWork W4381786038 @default.
- W4308275718 hasVolume "214" @default.
- W4308275718 isParatext "false" @default.
- W4308275718 isRetracted "false" @default.
- W4308275718 workType "article" @default.