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Multiset sparse partial least squares path modeling for high dimensional omics data analysis

BACKGROUND: Recent technological developments have enabled the measurement of a plethora of biomolecular data from various omics domains, and research is ongoing on statistical methods to leverage these omics data to better model and understand biological pathways and genetic architectures of comple...

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Pubblicato in:BMC Bioinformatics
Autori principali: Csala, Attila, Zwinderman, Aeilko H., Hof, Michel H.
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6953292/
https://ncbi.nlm.nih.gov/pubmed/31918677
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-019-3286-3
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