SimResults {r.jive}

JIVE Results for Simulated Dataset

Description

JIVE results for the simulated data SimData, which were simulated as described in Section 2.4 of Lock et al., 2013. There are two simulated sources, with rank 1 joint structure and rank 1 structure individual to each source. These results are obtained by running JIVE with permutation testing to select the ranks, and other defaults.

Usage

data(SimResults)

Format

Results: an object of class 'jive'.

References

Lock, EF, KA Hoadley, JS Marron, and AB Nobel. 2013. ”Joint and Individual Variation Explained (JIVE) for Integrated Analysis of Multiple Data Types.” The Annals of Applied Statistics 7 (1): 523-42.

O'Connell, M. J., & Lock, E.F. (2016). R.JIVE for Exploration of Multi-Source Molecular Data. Bioinformatics advance access: 10.1093/bioinformatics/btw324.