Angle-based joint and individual variation explained
نویسندگان
چکیده
منابع مشابه
Joint and Individual Variation Explained (jive) for Integrated Analysis of Multiple Data Types.
Research in several fields now requires the analysis of datasets in which multiple high-dimensional types of data are available for a common set of objects. In particular, The Cancer Genome Atlas (TCGA) includes data from several diverse genomic technologies on the same cancerous tumor samples. In this paper we introduce Joint and Individual Variation Explained (JIVE), a general decomposition o...
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ژورنال
عنوان ژورنال: Journal of Multivariate Analysis
سال: 2018
ISSN: 0047-259X
DOI: 10.1016/j.jmva.2018.03.008