FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2094402359> ?p ?o ?g. }

• W2094402359 endingPage "1961" @default.
• W2094402359 startingPage "1946" @default.
• W2094402359 abstract "In this paper, we study two sample test for the equality of mean vectors of high-dimensional partially paired data. Extending the results of Lim et al. [12 J. Lim, J. Kim, S.-C. Kim, D. Yu, K. Kim, and B.S. Kim, Detection of differentially expressed gene sets in a partially paired microarray data set, Stat. Appl. Genet. Mol. Biol. 11 (2012), Article 5.[Crossref], [Web of Science ®] , [Google Scholar]], we propose a new type of regularized statistics, denoted by RT, which is a convex combination of the regularized Hotelling's t-statistic (HT) for two independent multivariate samples and that for multivariate paired samples. The proposed RT involves the shrinkage estimator of the covariance matrix and, depending on the choice of the shrinkage estimator, two versions of the RT are proposed. We compute the asymptotic null distribution of one version of the RT for a fixed tuning parameter of the covariance matrix estimation. A procedure to estimate the tuning parameter is proposed and discussed. The power of the proposed test is compared to two existing ad-hoc procedures, the HT based on a few principal components (PCs) from the PC analysis and that with the generalized inverse of the sample covariance matrix. It is also compared to the test with only independent two samples or paired samples. Finally, we illustrate the advantage of the RT using the microarray experiment of the liver cancer." @default.
• W2094402359 created "2016-06-24" @default.
• W2094402359 creator A5017417100 @default.
• W2094402359 creator A5023554560 @default.
• W2094402359 creator A5038871636 @default.
• W2094402359 creator A5049369013 @default.
• W2094402359 creator A5052122213 @default.
• W2094402359 date "2015-02-25" @default.
• W2094402359 modified "2023-09-25" @default.
• W2094402359 title "Two sample test for high-dimensional partially paired data" @default.
• W2094402359 cites W1959730594 @default.
• W2094402359 cites W1987701426 @default.
• W2094402359 cites W1990512452 @default.
• W2094402359 cites W1993312822 @default.
• W2094402359 cites W2019894981 @default.
• W2094402359 cites W2022771765 @default.
• W2094402359 cites W2030185696 @default.
• W2094402359 cites W2037198565 @default.
• W2094402359 cites W2040219919 @default.
• W2094402359 cites W2044093995 @default.
• W2094402359 cites W2050498681 @default.
• W2094402359 cites W2060581589 @default.
• W2094402359 cites W2062125287 @default.
• W2094402359 cites W2081874429 @default.
• W2094402359 cites W2085449253 @default.
• W2094402359 cites W2095243891 @default.
• W2094402359 cites W2106476478 @default.
• W2094402359 cites W2113958470 @default.
• W2094402359 cites W2114668360 @default.
• W2094402359 cites W2119273131 @default.
• W2094402359 cites W2120865735 @default.
• W2094402359 cites W3121682558 @default.
• W2094402359 cites W4248699641 @default.
• W2094402359 doi "https://doi.org/10.1080/02664763.2015.1014890" @default.
• W2094402359 hasPublicationYear "2015" @default.
• W2094402359 type Work @default.
• W2094402359 sameAs 2094402359 @default.
• W2094402359 citedByCount "3" @default.
• W2094402359 countsByYear W20944023592017 @default.
• W2094402359 countsByYear W20944023592018 @default.
• W2094402359 crossrefType "journal-article" @default.
• W2094402359 hasAuthorship W2094402359A5017417100 @default.
• W2094402359 hasAuthorship W2094402359A5023554560 @default.
• W2094402359 hasAuthorship W2094402359A5038871636 @default.
• W2094402359 hasAuthorship W2094402359A5049369013 @default.
• W2094402359 hasAuthorship W2094402359A5052122213 @default.
• W2094402359 hasConcept C102592046 @default.
• W2094402359 hasConcept C104317684 @default.
• W2094402359 hasConcept C105795698 @default.
• W2094402359 hasConcept C11413529 @default.
• W2094402359 hasConcept C120639 @default.
• W2094402359 hasConcept C129848803 @default.
• W2094402359 hasConcept C161584116 @default.
• W2094402359 hasConcept C165646398 @default.
• W2094402359 hasConcept C169857963 @default.
• W2094402359 hasConcept C176917957 @default.
• W2094402359 hasConcept C177384507 @default.
• W2094402359 hasConcept C178650346 @default.
• W2094402359 hasConcept C180877172 @default.
• W2094402359 hasConcept C185142706 @default.
• W2094402359 hasConcept C185429906 @default.
• W2094402359 hasConcept C185592680 @default.
• W2094402359 hasConcept C191393472 @default.
• W2094402359 hasConcept C193244246 @default.
• W2094402359 hasConcept C33923547 @default.
• W2094402359 hasConcept C55493867 @default.
• W2094402359 hasConcept C87007009 @default.
• W2094402359 hasConceptScore W2094402359C102592046 @default.
• W2094402359 hasConceptScore W2094402359C104317684 @default.
• W2094402359 hasConceptScore W2094402359C105795698 @default.
• W2094402359 hasConceptScore W2094402359C11413529 @default.
• W2094402359 hasConceptScore W2094402359C120639 @default.
• W2094402359 hasConceptScore W2094402359C129848803 @default.
• W2094402359 hasConceptScore W2094402359C161584116 @default.
• W2094402359 hasConceptScore W2094402359C165646398 @default.
• W2094402359 hasConceptScore W2094402359C169857963 @default.
• W2094402359 hasConceptScore W2094402359C176917957 @default.
• W2094402359 hasConceptScore W2094402359C177384507 @default.
• W2094402359 hasConceptScore W2094402359C178650346 @default.
• W2094402359 hasConceptScore W2094402359C180877172 @default.
• W2094402359 hasConceptScore W2094402359C185142706 @default.
• W2094402359 hasConceptScore W2094402359C185429906 @default.
• W2094402359 hasConceptScore W2094402359C185592680 @default.
• W2094402359 hasConceptScore W2094402359C191393472 @default.
• W2094402359 hasConceptScore W2094402359C193244246 @default.
• W2094402359 hasConceptScore W2094402359C33923547 @default.
• W2094402359 hasConceptScore W2094402359C55493867 @default.
• W2094402359 hasConceptScore W2094402359C87007009 @default.
• W2094402359 hasIssue "9" @default.
• W2094402359 hasLocation W20944023591 @default.
• W2094402359 hasOpenAccess W2094402359 @default.
• W2094402359 hasPrimaryLocation W20944023591 @default.
• W2094402359 hasRelatedWork W1964410470 @default.
• W2094402359 hasRelatedWork W1982709257 @default.
• W2094402359 hasRelatedWork W2018905710 @default.
• W2094402359 hasRelatedWork W2060816402 @default.
• W2094402359 hasRelatedWork W259938313 @default.
• W2094402359 hasRelatedWork W28405484 @default.

• next