nethist: Network Histograms

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:10.1093/comnet/cnag042>.

Package details

AuthorYoungseok Song [aut, cre], Sofia C. Olhede [aut]
MaintainerYoungseok Song <youngseok.song@mail.wvu.edu>
LicenseMIT + file LICENSE
Version1.1.1
URL https://enigmasong.github.io/nethist/ 
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("nethist")

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nethist documentation built on Oct. 25, 2026, 5:07 p.m.