Package: gSeg 1.0

Hao Chen

gSeg: Graph-Based Change-Point Detection (g-Segmentation)

Using an approach based on similarity graph to estimate change-point(s) and the corresponding p-values. Can be applied to any type of data (high-dimensional, non-Euclidean, etc.) as long as a reasonable similarity measure is available.

Authors:Hao Chen, Nancy R. Zhang, Lynna Chu, and Hoseung Song

gSeg_1.0.tar.gz
gSeg_1.0.tar.gz(r-4.5-noble)gSeg_1.0.tar.gz(r-4.4-noble)
gSeg_1.0.tgz(r-4.4-emscripten)gSeg_1.0.tgz(r-4.3-emscripten)
gSeg.pdf |gSeg.html✨
gSeg/json (API)

# Install 'gSeg' in R:
install.packages('gSeg', repos = 'https://cloud.r-project.org')
Datasets:
  • E1 - An edge matrix representing a similarity graph
  • E2 - An edge matrix representing a similarity graph
  • E3 - An edge matrix representing a similarity graph
  • E4 - An edge matrix representing a similiarity graph
  • E5 - An edge matrix representing a similiarity graph
  • n - The Number of Observations in the Sequence

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 1 stars 313 downloads 5 exports 0 dependencies

Last updated 5 years agofrom:bd0f095dd4. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKApr 02 2025
R-4.5-linuxOKApr 02 2025
R-4.4-linuxOKApr 02 2025

Exports:gseg1gseg1_discretegseg2gseg2_discretennl

Dependencies:

Citation

To cite package ‘gSeg’ in publications use:

Chen H, Zhang NR, Chu L, Song H (2020). gSeg: Graph-Based Change-Point Detection (g-Segmentation). R package version 1.0, https://CRAN.R-project.org/package=gSeg.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {gSeg: Graph-Based Change-Point Detection
      (g-Segmentation)},
    author = {Hao Chen and Nancy R. Zhang and Lynna Chu and Hoseung
      Song},
    year = {2020},
    note = {R package version 1.0},
    url = {https://CRAN.R-project.org/package=gSeg},
  }