To access the full text documents, please follow this link: http://hdl.handle.net/10854/3018

Gene filtering with optimal threshold selection
Bau i Macià, Josep; Solé-Casals, Jordi; Caiafa, Cesar F.; Lew, Sergio
Universitat de Vic. Escola Politècnica Superior; Universitat de Vic. Grup de Recerca en Tecnologies Digitals; International Conference on Advances in Statistics (2012: Barcelona)
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.
2012
Gens
Aquest document està subjecte a una llicència Creative Commons:
3 p.
info:eu-repo/semantics/conferenceObject
         

Full text files in this document

Files Size Format
artconlli_a2012_sole_casals_gene_filtering.pdf 74.06 KB PDF

Show full item record

Related documents

Other documents of the same author

Lew, Sergio; Solé-Casals, Jordi; Caiafa, Cesar F.; Bau i Macià, Josep
Reig Bolano, Ramon; Marti Puig, Pere; Solé-Casals, Jordi; Zaiats, Vladimir; Parisi Baradad, Vicenç
 

Coordination

 

Supporters