FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2012309718> ?p ?o ?g. }

• W2012309718 endingPage "1475" @default.
• W2012309718 startingPage "1464" @default.
• W2012309718 abstract "With the recent explosion of scientific data of unprecedented size and complexity, feature ranking and screening are playing an increasingly important role in many scientific studies. In this article, we propose a novel feature screening procedure under a unified model framework, which covers a wide variety of commonly used parametric and semiparametric models. The new method does not require imposing a specific model structure on regression functions, and thus is particularly appealing to ultrahigh-dimensional regressions, where there are a huge number of candidate predictors but little information about the actual model forms. We demonstrate that, with the number of predictors growing at an exponential rate of the sample size, the proposed procedure possesses consistency in ranking, which is both useful in its own right and can lead to consistency in selection. The new procedure is computationally efficient and simple, and exhibits a competent empirical performance in our intensive simulations and real data analysis." @default.
• W2012309718 created "2016-06-24" @default.
• W2012309718 creator A5017399049 @default.
• W2012309718 creator A5041743734 @default.
• W2012309718 creator A5080997337 @default.
• W2012309718 creator A5086303644 @default.
• W2012309718 date "2011-12-01" @default.
• W2012309718 modified "2023-10-10" @default.
• W2012309718 title "Model-Free Feature Screening for Ultrahigh-Dimensional Data" @default.
• W2012309718 cites W1976564639 @default.
• W2012309718 cites W1978930761 @default.
• W2012309718 cites W1995674377 @default.
• W2012309718 cites W2016119924 @default.
• W2012309718 cites W2020925091 @default.
• W2012309718 cites W2070094080 @default.
• W2012309718 cites W2074682976 @default.
• W2012309718 cites W2081988173 @default.
• W2012309718 cites W2094231493 @default.
• W2012309718 cites W2116560060 @default.
• W2012309718 cites W2135793597 @default.
• W2012309718 cites W2138019504 @default.
• W2012309718 cites W2154560360 @default.
• W2012309718 cites W3105340263 @default.
• W2012309718 cites W3122008423 @default.
• W2012309718 cites W4241872460 @default.
• W2012309718 cites W4249506641 @default.
• W2012309718 doi "https://doi.org/10.1198/jasa.2011.tm10563" @default.
• W2012309718 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/3384506" @default.
• W2012309718 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22754050" @default.
• W2012309718 hasPublicationYear "2011" @default.
• W2012309718 type Work @default.
• W2012309718 sameAs 2012309718 @default.
• W2012309718 citedByCount "349" @default.
• W2012309718 countsByYear W20123097182012 @default.
• W2012309718 countsByYear W20123097182013 @default.
• W2012309718 countsByYear W20123097182014 @default.
• W2012309718 countsByYear W20123097182015 @default.
• W2012309718 countsByYear W20123097182016 @default.
• W2012309718 countsByYear W20123097182017 @default.
• W2012309718 countsByYear W20123097182018 @default.
• W2012309718 countsByYear W20123097182019 @default.
• W2012309718 countsByYear W20123097182020 @default.
• W2012309718 countsByYear W20123097182021 @default.
• W2012309718 countsByYear W20123097182022 @default.
• W2012309718 countsByYear W20123097182023 @default.
• W2012309718 crossrefType "journal-article" @default.
• W2012309718 hasAuthorship W2012309718A5017399049 @default.
• W2012309718 hasAuthorship W2012309718A5041743734 @default.
• W2012309718 hasAuthorship W2012309718A5080997337 @default.
• W2012309718 hasAuthorship W2012309718A5086303644 @default.
• W2012309718 hasBestOaLocation W20123097182 @default.
• W2012309718 hasConcept C105795698 @default.
• W2012309718 hasConcept C117251300 @default.
• W2012309718 hasConcept C119857082 @default.
• W2012309718 hasConcept C124101348 @default.
• W2012309718 hasConcept C129848803 @default.
• W2012309718 hasConcept C138885662 @default.
• W2012309718 hasConcept C148483581 @default.
• W2012309718 hasConcept C149782125 @default.
• W2012309718 hasConcept C154945302 @default.
• W2012309718 hasConcept C189430467 @default.
• W2012309718 hasConcept C2776401178 @default.
• W2012309718 hasConcept C2776436953 @default.
• W2012309718 hasConcept C33923547 @default.
• W2012309718 hasConcept C41008148 @default.
• W2012309718 hasConcept C41895202 @default.
• W2012309718 hasConcept C83546350 @default.
• W2012309718 hasConcept C93959086 @default.
• W2012309718 hasConceptScore W2012309718C105795698 @default.
• W2012309718 hasConceptScore W2012309718C117251300 @default.
• W2012309718 hasConceptScore W2012309718C119857082 @default.
• W2012309718 hasConceptScore W2012309718C124101348 @default.
• W2012309718 hasConceptScore W2012309718C129848803 @default.
• W2012309718 hasConceptScore W2012309718C138885662 @default.
• W2012309718 hasConceptScore W2012309718C148483581 @default.
• W2012309718 hasConceptScore W2012309718C149782125 @default.
• W2012309718 hasConceptScore W2012309718C154945302 @default.
• W2012309718 hasConceptScore W2012309718C189430467 @default.
• W2012309718 hasConceptScore W2012309718C2776401178 @default.
• W2012309718 hasConceptScore W2012309718C2776436953 @default.
• W2012309718 hasConceptScore W2012309718C33923547 @default.
• W2012309718 hasConceptScore W2012309718C41008148 @default.
• W2012309718 hasConceptScore W2012309718C41895202 @default.
• W2012309718 hasConceptScore W2012309718C83546350 @default.
• W2012309718 hasConceptScore W2012309718C93959086 @default.
• W2012309718 hasIssue "496" @default.
• W2012309718 hasLocation W20123097181 @default.
• W2012309718 hasLocation W20123097182 @default.
• W2012309718 hasLocation W20123097183 @default.
• W2012309718 hasLocation W20123097184 @default.
• W2012309718 hasLocation W20123097185 @default.
• W2012309718 hasOpenAccess W2012309718 @default.
• W2012309718 hasPrimaryLocation W20123097181 @default.
• W2012309718 hasRelatedWork W2012309718 @default.
• W2012309718 hasRelatedWork W2209337698 @default.
• W2012309718 hasRelatedWork W2279943773 @default.
• W2012309718 hasRelatedWork W2884983377 @default.
• W2012309718 hasRelatedWork W3125878142 @default.

• next