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