netsubsamp: Multivariate Inference of Network Moments by Subsampling

Implements node subsampling methods for multivariate inference on network moments (rescaled motif counts), including: uniform node subsampling to approximate the joint distribution of multiple network moments (Algorithm 1); externally sparsified moments for density-matched comparisons (Algorithm 2); and a two-sample test for unmatchable networks with unequal edge densities via a split-and-sparsify subsampling procedure (Algorithm 3). Built-in support for V-shape (2-star), triangle, and 3-star motifs, with a user-extensible interface for arbitrary additional motifs. Parallel execution is supported via 'doParallel' and 'foreach'. Based on Qi, Hua, Li and Zhou (2024) <doi:10.48550/arXiv.2409.01599>.

Version:	1.0.0
Imports:	foreach, doParallel, parallel, stats
Suggests:	Matrix, randnet, testthat (≥ 3.0.0)
Published:	2026-04-21
DOI:	10.32614/CRAN.package.netsubsamp (may not be active yet)
Author:	Mingyu Qi [aut], Chen-Wei Hua [aut], Tianxi Li [aut, cre], Wen Zhou [aut]
Maintainer:	Tianxi Li <tianxili at umn.edu>
License:	GPL-3
NeedsCompilation:	no
CRAN checks:	netsubsamp results

Documentation:

Reference manual:

netsubsamp.html , netsubsamp.pdf

Downloads:

Package source:	netsubsamp_1.0.0.tar.gz
Windows binaries:	r-devel: not available, r-release: netsubsamp_1.0.0.zip, r-oldrel: netsubsamp_1.0.0.zip
macOS binaries:	r-release (arm64): netsubsamp_1.0.0.tgz, r-oldrel (arm64): not available, r-release (x86_64): netsubsamp_1.0.0.tgz, r-oldrel (x86_64): netsubsamp_1.0.0.tgz

Linking:

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