dils: Data-Informed Link Strength. Combine multiple-relationship networks into a single weighted network. Impute (fill-in) missing network links.
Version 0.8.1

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).

AuthorStephen R. Haptonstahl
Date of publication2013-11-25 21:23:02
MaintainerStephen R. Haptonstahl <srh@haptonstahl.org>
LicenseMIT + file LICENSE
Version0.8.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("dils")

Getting started

Package overview

Popular man pages

AdjacencyFromEdgelist: Convert an edgelist to an adjacency matrix
dils-package: Data-Informed Link Strength. Combine multiple-relationship...
EdgelistFromAdjacency: Convert an adjacency matrix to filled edgelist.
GenerateDilsNetwork: Combine multiple networks into a single weighted network.
GetSampleFromDataFrame: Randomly select rows from a data.frame.
RelationStrengthSimilarity: Calculate the RSS from one node to another.
ScalablePCA: Perform Principal Component Analysis on a large data set
See all...

All man pages Function index File listing

Man pages

AdjacencyFromEdgelist: Convert an edgelist to an adjacency matrix
dils-package: Data-Informed Link Strength. Combine multiple-relationship...
EdgelistFill: Ensure an edgelist has all dyads and a column of weights.
EdgelistFromAdjacency: Convert an adjacency matrix to filled edgelist.
EdgelistFromIgraph: Convert an igraph to filled edgelist
GenerateDilsNetwork: Combine multiple networks into a single weighted network.
GetSampleFromDataFrame: Randomly select rows from a data.frame.
GetSampleFromDb: Sample from the rows of a (possibly large) database table...
GetSampleFromFile: Sample from the rows of a (possibly large) text file (NOT...
IgraphFromEdgelist: Convert an edgelist to an igraph
MeasureNetworkInformation: Measure how much a network informs a particular network...
MergeEdgelists: Combine edgelists into a single data.frame
RelationStrengthSimilarity: Calculate the RSS from one node to another.
RelativeNetworkInformation: Compare how much two networks inform a particular network...
RssCell: Calculate the RSS from one node to another.
RssSuggestedNetwork: Suggest a network with imputed links
RssThisRadius: Calculate part of the RSS from one node to another.
ScalablePCA: Perform Principal Component Analysis on a large data set

Functions

AdjacencyFromEdgelist Man page Source code
EdgelistFill Man page Source code
EdgelistFromAdjacency Man page Source code
EdgelistFromIgraph Man page Source code
GenerateDilsNetwork Man page Source code
GetSampleFromDataFrame Man page Source code
GetSampleFromDb Man page Source code
GetSampleFromFile Man page Source code
IgraphFromEdgelist Man page Source code
MeasureNetworkInformation Man page Source code
MergeEdgelists Man page Source code
RelationStrengthSimilarity Man page Source code
RelativeNetworkInformation Man page Source code
RssCell Man page Source code
RssSuggestedNetwork Man page Source code
RssThisRadius Man page Source code
ScalablePCA Man page Source code
dils-package Man page

Files

inst
inst/CITATION
inst/tests
inst/tests/test_ScalablePCA.R
inst/tests/test_GetSampleFromDataFrame.R
tests
tests/run-all.R
src
src/rss_cpp_matrix.h
src/Makevars
src/rss_cpp_matrix.cpp
src/Makevars.win
NAMESPACE
R
R/EdgelistFromAdjacency.R
R/GetSampleFromFile.R
R/GetSampleFromDb.R
R/RssCell.R
R/IgraphFromEdgelist.R
R/MergeEdgelists.R
R/GenerateDilsNetwork.R
R/RssSuggestedNetwork.R
R/GetSampleFromDataFrame.R
R/AdjacencyFromEdgelist.R
R/RssThisRadius.R
R/RelationStrengthSimilarity.R
R/EdgelistFromIgraph.R
R/RelativeNetworkInformation.R
R/EdgelistFill.R
R/MeasureNetworkInformation.R
R/ScalablePCA.R
MD5
DESCRIPTION
man
man/MeasureNetworkInformation.Rd
man/EdgelistFromIgraph.Rd
man/IgraphFromEdgelist.Rd
man/ScalablePCA.Rd
man/MergeEdgelists.Rd
man/GenerateDilsNetwork.Rd
man/RelationStrengthSimilarity.Rd
man/RssSuggestedNetwork.Rd
man/EdgelistFill.Rd
man/GetSampleFromDb.Rd
man/RssThisRadius.Rd
man/RssCell.Rd
man/RelativeNetworkInformation.Rd
man/GetSampleFromFile.Rd
man/EdgelistFromAdjacency.Rd
man/AdjacencyFromEdgelist.Rd
man/GetSampleFromDataFrame.Rd
man/dils-package.Rd
LICENSE
dils documentation built on May 19, 2017, 8:55 p.m.

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