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 |
| 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 |
| Reference manual: | nethist.html , nethist.pdf |
| Vignettes: |
Introduction to nethist (source, R code) |
| Package source: | nethist_1.0.0.tar.gz |
| Windows binaries: | r-devel: nethist_1.0.0.zip, r-release: nethist_1.0.0.zip, r-oldrel: nethist_1.0.0.zip |
| macOS binaries: | r-release (arm64): nethist_1.0.0.tgz, r-oldrel (arm64): nethist_1.0.0.tgz, r-release (x86_64): nethist_1.0.0.tgz, r-oldrel (x86_64): nethist_1.0.0.tgz |
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