Package: netsubsamp 1.0.0
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>.
Authors:
netsubsamp_1.0.0.tar.gz
netsubsamp_1.0.0.zip(r-4.7)netsubsamp_1.0.0.zip(r-4.6)netsubsamp_1.0.0.zip(r-4.5)
netsubsamp_1.0.0.tgz(r-4.6-any)netsubsamp_1.0.0.tgz(r-4.5-any)
netsubsamp_1.0.0.tar.gz(r-4.7-any)netsubsamp_1.0.0.tar.gz(r-4.6-any)
netsubsamp_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
netsubsamp/json (API)
| # Install 'netsubsamp' in R: |
| install.packages('netsubsamp', repos = c('https://tianxili.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:020fd15eb7. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 123 | ||
| source / vignettes | OK | 175 | ||
| linux-release-x86_64 | OK | 123 | ||
| macos-release-arm64 | OK | 128 | ||
| macos-oldrel-arm64 | OK | 150 | ||
| windows-devel | OK | 89 | ||
| windows-release | OK | 82 | ||
| windows-oldrel | OK | 65 | ||
| wasm-release | OK | 109 |
Exports:sparsify_momentssubsample_momentstwo_sample_test
Dependencies:codetoolsdoParallelforeachiterators
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| netsubsamp: Multivariate Inference of Network Moments by Subsampling | netsubsamp-package netsubsamp |
| Externally sparsified network moments (Algorithm 2) | sparsify_moments |
| Uniform node subsampling for multivariate network moments (Algorithm 1) | subsample_moments |
| Two-sample test for unmatchable networks with unequal densities (Algorithm 3) | two_sample_test |
