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Automated multigroup outlier identification in molecular high-throughput data using bagplots and gemplots

BACKGROUND: Analyses of molecular high-throughput data often lack in robustness, i.e. results are very sensitive to the addition or removal of a single observation. Therefore, the identification of extreme observations is an important step of quality control before doing further data analysis. Stand...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Kruppa, Jochen, Jung, Klaus
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5414140/
https://ncbi.nlm.nih.gov/pubmed/28464790
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-017-1645-5
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