dils: Data-Informed Link Strength. Combine multiple-relationship networks into a single weighted network. Impute (fill-in) missing network links

Combine multiple-relationship networks into a single weighted network. The approach is similar to factor analysis in the that contribution from each constituent network varies so as to maximize the information gleaned from the multiple-relationship networks. This implementation uses Principal Component Analysis calculated using 'prcomp' with bootstrap subsampling. Missing links are imputed using the method of Chen et al. (2012).

Version: 0.8.1
Depends: R (≥ 3.0.1), igraph, Rcpp (≥ 0.10.4)
LinkingTo: Rcpp
Suggests: testthat, Matrix
Published: 2013-11-25
Author: Stephen R. Haptonstahl
Maintainer: Stephen R. Haptonstahl <srh at haptonstahl.org>
License: MIT + file LICENSE
NeedsCompilation: yes
Citation: dils citation info
CRAN checks: dils results


Reference manual: dils.pdf


Package source: dils_0.8.1.tar.gz
Windows binaries: r-devel: dils_0.8.1.zip, r-release: dils_0.8.1.zip, r-oldrel: dils_0.8.1.zip
macOS binaries: r-release (arm64): dils_0.8.1.tgz, r-release (x86_64): dils_0.8.1.tgz, r-oldrel: dils_0.8.1.tgz
Old sources: dils archive


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