Ontology highlight
ABSTRACT:
SUBMITTER: O'Connell MJ
PROVIDER: S-EPMC6090891 | biostudies-other | 2016 Sep
REPOSITORIES: biostudies-other
Bioinformatics (Oxford, England) 20160606 18
<h4>Unlabelled</h4>: The integrative analysis of multiple high-throughput data sources that are available for a common sample set is an increasingly common goal in biomedical research. Joint and individual variation explained (JIVE) is a tool for exploratory dimension reduction that decomposes a multi-source dataset into three terms: a low-rank approximation capturing joint variation across sources, low-rank approximations for structured variation individual to each source and residual noise. JI ...[more]