r.jive (2.1)

0 users

Perform JIVE Decomposition for Multi-Source Data.


Performs the 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) ]. It provides two methods of rank selection when the rank is unknown, a permutation test and a 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.

Maintainer: Michael J. O'Connell
Author(s): Michael J. O'Connell and Eric F. Lock

License: GPL-3

Uses: abind, gplots, SpatioTemporal, knitr, rmarkdown

Released almost 3 years ago.

4 previous versions



  (0 votes)


  (0 votes)

Log in to vote.


No one has written a review of r.jive yet. Want to be the first? Write one now.

Related packages:(20 best matches, based on common tags.)

Search for r.jive on google, google scholar, r-help, r-devel.

Visit r.jive on R Graphical Manual.