FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2784363908> ?p ?o ?g. }

• W2784363908 abstract "Ultrahigh dimensional data sets are becoming increasingly prevalent in areas such as bioinformatics, medical imaging, and social network analysis. Sure independent screening of such data is commonly used to analyze such data. Nevertheless, few methods exist for screening for interactions among predictors. Moreover, extant interaction screening methods prove to be highly inaccurate when applied to data sets exhibiting strong interactive effects, but weak marginal effects, on the response. We propose a new interaction screening procedure based on joint cumulants which is not inhibited by such limitations. Under a collection of sensible conditions, we demonstrate that our interaction screening procedure has the strong sure screening property. Four simulations are used to investigate the performance of our method relative to two other interaction screening methods. We also apply a two-stage analysis to a real data example by first employing our proposed method, and then further examining a subset of selected covariates using multifactor dimensionality reduction." @default.
• W2784363908 created "2018-02-02" @default.
• W2784363908 creator A5039100338 @default.
• W2784363908 creator A5042049924 @default.
• W2784363908 creator A5063256441 @default.
• W2784363908 date "2018-01-23" @default.
• W2784363908 modified "2023-09-27" @default.
• W2784363908 title "Strong Sure Screening of Ultra-high Dimensional Data with Interaction Effects" @default.
• W2784363908 cites W1538776335 @default.
• W2784363908 cites W160307228 @default.
• W2784363908 cites W1659523443 @default.
• W2784363908 cites W1971299565 @default.
• W2784363908 cites W1972949866 @default.
• W2784363908 cites W1978285162 @default.
• W2784363908 cites W1980175560 @default.
• W2784363908 cites W1980494867 @default.
• W2784363908 cites W1980991473 @default.
• W2784363908 cites W1983583251 @default.
• W2784363908 cites W1998244242 @default.
• W2784363908 cites W2007342566 @default.
• W2784363908 cites W2012309718 @default.
• W2784363908 cites W2024969042 @default.
• W2784363908 cites W2027701717 @default.
• W2784363908 cites W2028260332 @default.
• W2784363908 cites W2049701820 @default.
• W2784363908 cites W2056938357 @default.
• W2784363908 cites W2056989424 @default.
• W2784363908 cites W2061574900 @default.
• W2784363908 cites W2063575312 @default.
• W2784363908 cites W2077653218 @default.
• W2784363908 cites W2084150578 @default.
• W2784363908 cites W2094189284 @default.
• W2784363908 cites W2106953938 @default.
• W2784363908 cites W2114060717 @default.
• W2784363908 cites W2116234390 @default.
• W2784363908 cites W2119419044 @default.
• W2784363908 cites W2128207034 @default.
• W2784363908 cites W2131878646 @default.
• W2784363908 cites W2147272585 @default.
• W2784363908 cites W2149791927 @default.
• W2784363908 cites W2151920593 @default.
• W2784363908 cites W2154560360 @default.
• W2784363908 cites W2154572047 @default.
• W2784363908 cites W2164092415 @default.
• W2784363908 cites W2165425046 @default.
• W2784363908 cites W2169294950 @default.
• W2784363908 cites W2253799652 @default.
• W2784363908 cites W2607110706 @default.
• W2784363908 cites W2710757122 @default.
• W2784363908 cites W3122008423 @default.
• W2784363908 hasPublicationYear "2018" @default.
• W2784363908 type Work @default.
• W2784363908 sameAs 2784363908 @default.
• W2784363908 citedByCount "1" @default.
• W2784363908 countsByYear W27843639082019 @default.
• W2784363908 crossrefType "posted-content" @default.
• W2784363908 hasAuthorship W2784363908A5039100338 @default.
• W2784363908 hasAuthorship W2784363908A5042049924 @default.
• W2784363908 hasAuthorship W2784363908A5063256441 @default.
• W2784363908 hasConcept C104317684 @default.
• W2784363908 hasConcept C111030470 @default.
• W2784363908 hasConcept C11804247 @default.
• W2784363908 hasConcept C119043178 @default.
• W2784363908 hasConcept C119857082 @default.
• W2784363908 hasConcept C124101348 @default.
• W2784363908 hasConcept C135763542 @default.
• W2784363908 hasConcept C153209595 @default.
• W2784363908 hasConcept C178300618 @default.
• W2784363908 hasConcept C25249476 @default.
• W2784363908 hasConcept C2909613950 @default.
• W2784363908 hasConcept C41008148 @default.
• W2784363908 hasConcept C54355233 @default.
• W2784363908 hasConcept C55105296 @default.
• W2784363908 hasConcept C55493867 @default.
• W2784363908 hasConcept C70518039 @default.
• W2784363908 hasConcept C78458016 @default.
• W2784363908 hasConcept C86803240 @default.
• W2784363908 hasConceptScore W2784363908C104317684 @default.
• W2784363908 hasConceptScore W2784363908C111030470 @default.
• W2784363908 hasConceptScore W2784363908C11804247 @default.
• W2784363908 hasConceptScore W2784363908C119043178 @default.
• W2784363908 hasConceptScore W2784363908C119857082 @default.
• W2784363908 hasConceptScore W2784363908C124101348 @default.
• W2784363908 hasConceptScore W2784363908C135763542 @default.
• W2784363908 hasConceptScore W2784363908C153209595 @default.
• W2784363908 hasConceptScore W2784363908C178300618 @default.
• W2784363908 hasConceptScore W2784363908C25249476 @default.
• W2784363908 hasConceptScore W2784363908C2909613950 @default.
• W2784363908 hasConceptScore W2784363908C41008148 @default.
• W2784363908 hasConceptScore W2784363908C54355233 @default.
• W2784363908 hasConceptScore W2784363908C55105296 @default.
• W2784363908 hasConceptScore W2784363908C55493867 @default.
• W2784363908 hasConceptScore W2784363908C70518039 @default.
• W2784363908 hasConceptScore W2784363908C78458016 @default.
• W2784363908 hasConceptScore W2784363908C86803240 @default.
• W2784363908 hasLocation W27843639081 @default.
• W2784363908 hasOpenAccess W2784363908 @default.
• W2784363908 hasPrimaryLocation W27843639081 @default.
• W2784363908 hasRelatedWork W2032066297 @default.
• W2784363908 hasRelatedWork W2052008194 @default.

• next