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netdiffuseR: Analysis of Diffusion and Contagion Processes on Networks

Empirical statistical analysis, visualization and simulation of diffusion and contagion processes on networks. The package implements algorithms for calculating network diffusion statistics such as transmission rate, hazard rates, exposure models, network threshold levels, infectiousness (contagion), and susceptibility. The package is inspired by work published in Valente, et al., (2015) <doi:10.1016/j.socscimed.2015.10.001>; Valente (1995) <ISBN: 9781881303213>, Myers (2000) <doi:10.1086/303110>, Iyengar and others (2011) <doi:10.1287/mksc.1100.0566>, Burt (1987) <doi:10.1086/228667>; among others.

Version: 1.22.6
Depends: R (≥ 3.1.1)
Imports: Rcpp (≥ 0.12.1), sna, network, networkDynamic, Matrix, MASS, MatchIt, SparseM, methods, grDevices, graphics, stats, utils, boot, igraph, viridisLite
LinkingTo: Rcpp, RcppArmadillo
Suggests: covr, testthat, knitr, rmarkdown, ape, RSiena, survival
Published: 2023-08-30
DOI: 10.32614/CRAN.package.netdiffuseR
Author: George Vega Yon ORCID iD [aut, cre] (Rewrite functions with Rcpp, plus new features), Thomas Valente ORCID iD [aut, cph] (R original code), Stephanie Dyal [ctb] (Package's first version), Timothy Hayes [ctb] (Package's first version)
Maintainer: George Vega Yon <g.vegayon at gmail.com>
BugReports: https://github.com/USCCANA/netdiffuseR/issues
License: MIT + file LICENSE
URL: https://github.com/USCCANA/netdiffuseR, https://USCCANA.github.io/netdiffuseR/
NeedsCompilation: yes
Classification/MSC: 90C35, 90B18, 91D30
Citation: netdiffuseR citation info
Materials: README NEWS ChangeLog
CRAN checks: netdiffuseR results

Documentation:

Reference manual: netdiffuseR.pdf
Vignettes: netdiffuseR showcase: Medical Innovations
Simulating diffusion networks: Using the 'rdiffnet' function
Not-Lost in translation: Importing and exporting graph
Time Discounted Infection and Susceptibility

Downloads:

Package source: netdiffuseR_1.22.6.tar.gz
Windows binaries: r-devel: netdiffuseR_1.22.6.zip, r-release: netdiffuseR_1.22.6.zip, r-oldrel: netdiffuseR_1.22.6.zip
macOS binaries: r-release (arm64): netdiffuseR_1.22.6.tgz, r-oldrel (arm64): netdiffuseR_1.22.6.tgz, r-release (x86_64): netdiffuseR_1.22.6.tgz, r-oldrel (x86_64): netdiffuseR_1.22.6.tgz
Old sources: netdiffuseR archive

Reverse dependencies:

Reverse suggests: manynet

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.