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: 2026-04-15 14:32:26 UTC; tianxili
Author: Mingyu Qi [aut],
  Chen-Wei Hua [aut],
  Tianxi Li [aut, cre],
  Wen Zhou [aut]
Maintainer: Tianxi Li <tianxili@umn.edu>
Repository: CRAN
Date/Publication: 2026-04-21 18:22:07 UTC
