| Name : R-r.jive
| |
| Version : 2.4
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.3.12
| Date : 2024-06-14 11:45:35
|
| Group : Development/Libraries/Other
| Source RPM : R-r.jive-2.4-lp153.3.12.src.rpm
|
| Size : 4.18 MB
| |
| Packager : (none)
| |
| Summary : Perform JIVE Decomposition for Multi-Source Data
|
Description :
Performs the Joint and Individual Variation Explained (JIVE)
decomposition on a list of data sets when the data share a dimension,
returning low-rank matrices that capture the joint and individual
structure of the data [O\'Connell, MJ and Lock, EF (2016)
< doi:10.1093/bioinformatics/btw324>]. It provides two methods of rank
selection when the rank is unknown, a permutation test and a Bayesian
Information Criterion (BIC) selection algorithm. Also included in the
package are three plotting functions for visualizing the variance
attributed to each data source: a bar plot that shows the percentages
of the variability attributable to joint and individual structure, a
heatmap that shows the structure of the variability, and principal
component plots.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
