Package: ringSeg 0.1.0
Hao Chen
ringSeg: Asymptotic Distribution-Free Change-Point Detection via a New Ranking Scheme (RING)
Rank-based, asymptotic distribution-free change-point detection for modern (high-dimensional, non-Euclidean) data, based on the graph-induced ranking scheme of Zhou and Chen (2025) <doi:10.1109/TIT.2025.3575858>. Given a rank matrix built from a pairwise similarity, the method scans for a single change-point or a changed interval using three statistics (weighted 'WR', max-type 'MR', and generalized 'TR') and returns analytic distribution-free p-value approximations (with an optional skewness correction) as well as optional permutation p-values.
Authors:
ringSeg_0.1.0.tar.gz
ringSeg_0.1.0.tar.gz(r-4.7-any)ringSeg_0.1.0.tar.gz(r-4.6-any)
ringSeg_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ringSeg/json (API)
| # Install 'ringSeg' in R: |
| install.packages('ringSeg', repos = c('https://cran.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:7d5a7198f3. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 140 | ||
| source / vignettes | OK | 143 | ||
| linux-release-x86_64 | OK | 109 | ||
| wasm-release | OK | 85 |
Exports:rcpdring_cpdring_graphRise_Rank
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| ringSeg: rank-based asymptotic distribution-free change-point detection | ringSeg-package ringSeg |
| RING rank-based change-point detection (rank matrix in) | rcpd |
| RING change-point detection from data or a distance matrix | ring_cpd |
| Build a RING rank graph from a distance matrix | ring_graph |
| Build a rank matrix from a similarity matrix | Rise_Rank |