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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.0 |
rolling linux/jammy R-4.5 | netsubsamp_1.0.0.tar.gz |
65.0 KiB |
1.0.0 |
rolling linux/noble R-4.5 | netsubsamp_1.0.0.tar.gz |
64.9 KiB |
1.0.0 |
rolling source/ R- | netsubsamp_1.0.0.tar.gz |
18.2 KiB |
1.0.0 |
latest linux/jammy R-4.5 | netsubsamp_1.0.0.tar.gz |
65.0 KiB |
1.0.0 |
latest linux/noble R-4.5 | netsubsamp_1.0.0.tar.gz |
64.9 KiB |
1.0.0 |
latest source/ R- | netsubsamp_1.0.0.tar.gz |
18.2 KiB |
1.0.0 |
2026-04-26 source/ R- | netsubsamp_1.0.0.tar.gz |
18.2 KiB |
1.0.0 |
2026-04-23 source/ R- | netsubsamp_1.0.0.tar.gz |
18.2 KiB |