Gene ﬁltering with optimal threshold selection

Bau i Macià, Josep; Solé-Casals, Jordi; Caiafa, Cesar F.; Lew, Sergio

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.accessRights	info:eu-repo/semantics/openAccess	ca_ES