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Gene filtering with optimal threshold selection

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dc.contributor Universitat de Vic. Escola Politècnica Superior
dc.contributor Universitat de Vic. Grup de Recerca en Tecnologies Digitals
dc.contributor International Conference on Advances in Statistics (2012: Barcelona)
dc.contributor.author Bau i Macià, Josep
dc.contributor.author Solé-Casals, Jordi
dc.contributor.author Caiafa, Cesar F.
dc.contributor.author Lew, Sergio
dc.date.accessioned 2014-04-30T11:43:34Z
dc.date.available 2014-04-30T11:43:34Z
dc.date.created 2012
dc.date.issued 2012
dc.identifier.citation Josep Bau-Macià, Jordi Solé-Casals, Cesar F. Caiafa, Sergio Lew. “Gene filtering with optimal threshold selection”. Barcelona International Conference on Advances in Statistics. June 18-22, 2012, Barcelona (Spain) ca_ES
dc.identifier.uri http://hdl.handle.net/10854/3018
dc.description.abstract Gene filtering is a useful preprocessing technique often applied to microarray datasets. However, it is no common practice because clear guidelines are lacking and it bears the risk of excluding some potentially relevant genes. In this work, we propose to model microarray data as a mixture of two Gaussian distributions that will allow us to obtain an optimal filter threshold in terms of the gene expression level. ca_ES
dc.format application/pdf
dc.format.extent 3 p. ca_ES
dc.language.iso eng ca_ES
dc.rights Aquest document està subjecte a aquesta llicència Creative Commons ca_ES
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/es/ ca_ES
dc.subject.other Gens ca_ES
dc.title Gene filtering with optimal threshold selection ca_ES
dc.type info:eu-repo/semantics/conferenceObject ca_ES
dc.rights.accesRights info:eu-repo/semantics/openAccess ca_ES

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