Estimates network histograms, a blockmodel approximation to the
graphon underlying a network's connectivity pattern, for both single-layer
and multilayer networks. Implements graphon estimation methods including
the profile-likelihood method of Olhede and Wolfe (2014) <doi:10.1073/pnas.1400374111>
and the least-squares method of Gao, Lu, and Zhou (2015) <doi:10.1214/15-AOS1354> for
single-layer networks, and the multilayer extension of Song and Olhede
(2026) <doi:10.48550/arXiv.2608.14536>.
| Version: |
1.0.0 |
| Depends: |
R (≥ 3.5.0) |
| Imports: |
lattice, methods, Rcpp (≥ 1.0.9), stats, RSpectra, ggplot2, ggtext, graphics, reshape2, igraph, rlang |
| LinkingTo: |
Rcpp, RcppArmadillo, testthat |
| Suggests: |
testthat (≥ 3.0.0), tinytest, igraphdata, xml2, knitr, rmarkdown, Matrix, network, ergm.multi, lifecycle, withr, mclust, plot3D |
| Published: |
2026-09-02 |
| DOI: |
10.32614/CRAN.package.nethist (may not be active yet) |
| Author: |
Youngseok Song [aut, cre],
Sofia C. Olhede [aut] |
| Maintainer: |
Youngseok Song <youngseok.song at mail.wvu.edu> |
| BugReports: |
https://github.com/EnigmaSong/nethist/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://enigmasong.github.io/nethist/ |
| NeedsCompilation: |
yes |
| SystemRequirements: |
Fortran compiler (for linking LAPACK/BLAS via
'RcppArmadillo') |
| Citation: |
nethist citation info |
| Materials: |
README, NEWS |
| CRAN checks: |
nethist results |