netregR: Regression of Network Responses

Regress network responses (both directed and undirected) onto covariates of interest that may be actor-, relation-, or network-valued. In addition, compute principled variance estimates of the coefficients assuming that the errors are jointly exchangeable. Missing data is accommodated. Additionally implements building and inversion of covariance matrices under joint exchangeability, and generates random covariance matrices from this class. For more detail on methods, see Marrs, Fosdick, and McCormick (2017) <doi:10.48550/arXiv.1701.05530>.

Version: 1.0.1
Depends: R (≥ 3.3.0)
Imports: Matrix, stats, graphics, utils
Suggests: knitr, knitcitations
Published: 2018-08-01
DOI: 10.32614/CRAN.package.netregR
Author: Frank W. Marrs [aut, cre], Bailey K. Fosdick [aut], Tyler H. McCormick [aut]
Maintainer: Frank W. Marrs <frank.marrs at colostate.edu>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: netregR results

Documentation:

Reference manual: netregR.pdf
Vignettes: Regression with Network Response

Downloads:

Package source: netregR_1.0.1.tar.gz
Windows binaries: r-devel: netregR_1.0.1.zip, r-release: netregR_1.0.1.zip, r-oldrel: netregR_1.0.1.zip
macOS binaries: r-release (arm64): netregR_1.0.1.tgz, r-oldrel (arm64): netregR_1.0.1.tgz, r-release (x86_64): netregR_1.0.1.tgz, r-oldrel (x86_64): netregR_1.0.1.tgz
Old sources: netregR archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=netregR to link to this page.