biosvd statistics

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biosvd specifications

Information


Unique identifier OMICS_15856
Name biosvd
Software type Package/Module
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux, Mac OS, Windows
Programming languages R
License Artistic License version 2.0
Computer skills Advanced
Version 2.16.0
Stability Stable
Requirements
methods, grid, graphics, BiocGenerics, Biobase, R(>=3.1.0), NMF
Maintained Yes

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Maintainer


  • person_outline Anneleen Daemen <>

biosvd in publications

 (2)
PMCID: 5785674
PMID: 29129683
DOI: 10.1016/j.stemcr.2017.10.005

[…] significantly changing genes based on similarity between their temporal expression patterns. fuzzy clustering was conducted using the mfuzz bioconductor package for r. svd was computed using the biosvd bioconductor package for r. we used goseq to identify the enriched go categories of the total significantly changing genes. treemaps were constructed using revigo. max and min genes […]

PMCID: 4502639
PMID: 26179909
DOI: 10.1186/s12920-015-0114-0

[…] first two principal components. in addition, hierarchical clustering was performed using gplots software package. ward’s method with the euclidean distance metric was used for the clustering.in the biosvd [] software package, the merged dataset was subjected to filtering out of eigengenes and eigenarrays—that were assumed to represent noise—by measuring steady-state gene expression […]


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