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Integrative and regularized principal component analysis of multiple sources of data

Integration of data of disparate types has become increasingly important to enhancing the power for new discoveries by combining complementary strengths of multiple types of data. One application is to uncover tumor subtypes in human cancer research, in which multiple types of genomic data are integ...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Stat Med
Hauptverfasser: Liu, Binghui, Shen, Xiaotong, Pan, Wei
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2016
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4853304/
https://ncbi.nlm.nih.gov/pubmed/26756854
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6866
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