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http://hdl.handle.net/1942/8363
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | VAN SANDEN, Suzy | - |
dc.contributor.author | LIN, Dan | - |
dc.contributor.author | BURZYKOWSKI, Tomasz | - |
dc.date.accessioned | 2008-06-30T09:22:21Z | - |
dc.date.available | NO_RESTRICTION | - |
dc.date.issued | 2008 | - |
dc.identifier.citation | COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 37(2). p. 409-424 | - |
dc.identifier.issn | 0361-0918 | - |
dc.identifier.uri | http://hdl.handle.net/1942/8363 | - |
dc.description.abstract | In a previous article, we investigated the performance of several classification methods for cDNA-microarrays. Via simulations, various experimental settings could be explored without having to conduct expensive microarray studies. For the selection of genes, on which classification was based, one particular method was applied. Gene selection is, however, a very important aspect of classification. We extend the previous study by considering several gene selection methods. Furthermore, the stability of the methods with respect to distributional assumptions is examined by also considering data simulated from a symmetric and asymmetric Laplace distribution, in addition to normally distributed microarray data. | - |
dc.language.iso | en | - |
dc.publisher | TAYLOR & FRANCIS INC | - |
dc.subject.other | cDNA microarray; class prediction; gene selection; simulation study | - |
dc.title | Performance of gene selection and classification methods in a microarray setting: A simulation study | - |
dc.type | Journal Contribution | - |
dc.identifier.epage | 424 | - |
dc.identifier.issue | 2 | - |
dc.identifier.spage | 409 | - |
dc.identifier.volume | 37 | - |
local.format.pages | 16 | - |
local.bibliographicCitation.jcat | A1 | - |
dc.description.notes | Hasselt Univ, Ctr Stat, B-3590 Diepenbeek, Belgium. | - |
local.type.refereed | Refereed | - |
local.type.specified | Article | - |
dc.bibliographicCitation.oldjcat | A1 | - |
dc.identifier.isi | 000256386400014 | - |
item.validation | ecoom 2009 | - |
item.fulltext | With Fulltext | - |
item.accessRights | Open Access | - |
item.fullcitation | VAN SANDEN, Suzy; LIN, Dan & BURZYKOWSKI, Tomasz (2008) Performance of gene selection and classification methods in a microarray setting: A simulation study. In: COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 37(2). p. 409-424. | - |
item.contributor | VAN SANDEN, Suzy | - |
item.contributor | LIN, Dan | - |
item.contributor | BURZYKOWSKI, Tomasz | - |
crisitem.journal.issn | 0361-0918 | - |
crisitem.journal.eissn | 1532-4141 | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
PERFORMANCE OF GENE SELECTION AND CLASSIFICATION METHODS.pdf | Peer-reviewed author version | 327.24 kB | Adobe PDF | View/Open |
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