SimResults: JIVE Results for Simulated Dataset
In r.jive: Perform JIVE Decomposition for Multi-Source Data
Description
Usage
Format
References
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
1
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.
r.jive documentation built on Nov. 17, 2020, 9:07 a.m.
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Description Usage Format References
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
1 | 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.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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