Package: netsubsamp
Type: Package
Title: Multivariate Inference of Network Moments by Subsampling
Version: 1.0.0
Authors@R: c(
    person("Mingyu",    "Qi",   role = "aut"),
    person("Chen-Wei",  "Hua",  role = "aut"),
    person("Tianxi",    "Li",   email = "tianxili@umn.edu", role = c("aut", "cre")),
    person("Wen",       "Zhou", role = "aut"))
Description: 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>.
License: GPL-3
Encoding: UTF-8
Imports: foreach, doParallel, parallel, stats
Suggests: Matrix, randnet, testthat (>= 3.0.0)
RoxygenNote: 7.3.1
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2026-10-19 07:43:59 UTC; root
Author: Mingyu Qi [aut], Chen-Wei Hua [aut], Tianxi Li [aut, cre], Wen
        Zhou [aut]
Maintainer: Tianxi Li <tianxili@umn.edu>
Repository: https://tianxili.r-universe.dev
Date/Publication: 2026-04-21 19:42:33 UTC
RemoteUrl: https://github.com/cran/netsubsamp
RemoteRef: HEAD
RemoteSha: 020fd15eb731ad082ac78b3e1414d71f1ef8808c