FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2401815844> ?p ?o ?g. }

• W2401815844 abstract "Predictive performance in shrinkage regression suffers from two major difficulties: (i) the amount of relative shrinkage is monotone in the singular values of the design matrix and (ii) the amount of shrinkage does not depend on the response variables. Both of these factors can translate to a poor prediction performance, the risk of which can be explicitly quantified using Stein's unbiased risk estimate. We show that using a component-specific local shrinkage term that can be learned from the data under a suitable heavy-tailed prior, in combination with a global term providing shrinkage towards zero, can alleviate both these difficulties and consequently, can result in an improved risk for prediction. Demonstration of improved prediction performance over competing approaches in a simulation study and in a pharmacogenomics data set confirms the theoretical findings." @default.
• W2401815844 created "2016-06-24" @default.
• W2401815844 creator A5032033428 @default.
• W2401815844 creator A5039747126 @default.
• W2401815844 creator A5042890818 @default.
• W2401815844 creator A5081284665 @default.
• W2401815844 creator A5086643947 @default.
• W2401815844 date "2016-05-16" @default.
• W2401815844 modified "2023-09-27" @default.
• W2401815844 title "Prediction risk for global-local shrinkage regression" @default.
• W2401815844 cites W1506069954 @default.
• W2401815844 cites W1549113754 @default.
• W2401815844 cites W1554944419 @default.
• W2401815844 cites W1598266570 @default.
• W2401815844 cites W1923906081 @default.
• W2401815844 cites W1965169081 @default.
• W2401815844 cites W1966411627 @default.
• W2401815844 cites W2017323433 @default.
• W2401815844 cites W2033149996 @default.
• W2401815844 cites W2040615655 @default.
• W2401815844 cites W2047028564 @default.
• W2401815844 cites W2054640142 @default.
• W2401815844 cites W2055025635 @default.
• W2401815844 cites W2056860084 @default.
• W2401815844 cites W2074682976 @default.
• W2401815844 cites W2079356438 @default.
• W2401815844 cites W2079775628 @default.
• W2401815844 cites W2114169935 @default.
• W2401815844 cites W2119491313 @default.
• W2401815844 cites W2135046866 @default.
• W2401815844 cites W2140170995 @default.
• W2401815844 cites W2142635246 @default.
• W2401815844 cites W2150149003 @default.
• W2401815844 cites W2150847344 @default.
• W2401815844 cites W2170917242 @default.
• W2401815844 cites W2465812175 @default.
• W2401815844 cites W2497431972 @default.
• W2401815844 cites W2566065221 @default.
• W2401815844 cites W2740586183 @default.
• W2401815844 cites W2952132522 @default.
• W2401815844 cites W2962978766 @default.
• W2401815844 cites W2963094815 @default.
• W2401815844 cites W2963108610 @default.
• W2401815844 cites W2963113868 @default.
• W2401815844 cites W2963621856 @default.
• W2401815844 cites W3098272239 @default.
• W2401815844 cites W3101685967 @default.
• W2401815844 cites W3214323364 @default.
• W2401815844 hasPublicationYear "2016" @default.
• W2401815844 type Work @default.
• W2401815844 sameAs 2401815844 @default.
• W2401815844 citedByCount "4" @default.
• W2401815844 countsByYear W24018158442017 @default.
• W2401815844 countsByYear W24018158442019 @default.
• W2401815844 crossrefType "posted-content" @default.
• W2401815844 hasAuthorship W2401815844A5032033428 @default.
• W2401815844 hasAuthorship W2401815844A5039747126 @default.
• W2401815844 hasAuthorship W2401815844A5042890818 @default.
• W2401815844 hasAuthorship W2401815844A5081284665 @default.
• W2401815844 hasAuthorship W2401815844A5086643947 @default.
• W2401815844 hasConcept C102592046 @default.
• W2401815844 hasConcept C105795698 @default.
• W2401815844 hasConcept C119857082 @default.
• W2401815844 hasConcept C121332964 @default.
• W2401815844 hasConcept C139945424 @default.
• W2401815844 hasConcept C149782125 @default.
• W2401815844 hasConcept C152877465 @default.
• W2401815844 hasConcept C165646398 @default.
• W2401815844 hasConcept C170734499 @default.
• W2401815844 hasConcept C177264268 @default.
• W2401815844 hasConcept C180145272 @default.
• W2401815844 hasConcept C191393472 @default.
• W2401815844 hasConcept C199360897 @default.
• W2401815844 hasConcept C2524010 @default.
• W2401815844 hasConcept C2834757 @default.
• W2401815844 hasConcept C33923547 @default.
• W2401815844 hasConcept C41008148 @default.
• W2401815844 hasConcept C61797465 @default.
• W2401815844 hasConcept C62520636 @default.
• W2401815844 hasConcept C71924100 @default.
• W2401815844 hasConcept C83546350 @default.
• W2401815844 hasConcept C98274493 @default.
• W2401815844 hasConceptScore W2401815844C102592046 @default.
• W2401815844 hasConceptScore W2401815844C105795698 @default.
• W2401815844 hasConceptScore W2401815844C119857082 @default.
• W2401815844 hasConceptScore W2401815844C121332964 @default.
• W2401815844 hasConceptScore W2401815844C139945424 @default.
• W2401815844 hasConceptScore W2401815844C149782125 @default.
• W2401815844 hasConceptScore W2401815844C152877465 @default.
• W2401815844 hasConceptScore W2401815844C165646398 @default.
• W2401815844 hasConceptScore W2401815844C170734499 @default.
• W2401815844 hasConceptScore W2401815844C177264268 @default.
• W2401815844 hasConceptScore W2401815844C180145272 @default.
• W2401815844 hasConceptScore W2401815844C191393472 @default.
• W2401815844 hasConceptScore W2401815844C199360897 @default.
• W2401815844 hasConceptScore W2401815844C2524010 @default.
• W2401815844 hasConceptScore W2401815844C2834757 @default.
• W2401815844 hasConceptScore W2401815844C33923547 @default.
• W2401815844 hasConceptScore W2401815844C41008148 @default.
• W2401815844 hasConceptScore W2401815844C61797465 @default.

• next