Package: GAPR 0.1.5
GAPR: Generalized Association Plots
Provides a comprehensive framework for visualizing associations and interaction structures in matrix-formatted data using Generalized Association Plots (GAP). The package implements multiple proximity computation methods (e.g., correlation, distance metrics), ordering techniques including hierarchical clustering (HCT) and Rank-2-Ellipse (R2E) seriation, and optional flipping strategies to enhance visual symmetry. It supports a variety of covariate-based color annotations, allows flexible customization of layout and output, and is suitable for analyzing multivariate data across domains such as social sciences, genomics, and medical research. The method is based on Generalized Association Plots introduced by Chen (2002) <https://www3.stat.sinica.edu.tw/statistica/J12N1/J12N11/J12N11.html> and further extended by Wu, Tien, and Chen (2010) <doi:10.1016/j.csda.2008.09.029>.
Authors:
GAPR_0.1.5.tar.gz
GAPR_0.1.5.zip(r-4.7)GAPR_0.1.5.zip(r-4.6)GAPR_0.1.5.zip(r-4.5)
GAPR_0.1.5.tgz(r-4.6-x86_64)GAPR_0.1.5.tgz(r-4.6-arm64)GAPR_0.1.5.tgz(r-4.5-x86_64)GAPR_0.1.5.tgz(r-4.5-arm64)
GAPR_0.1.5.tar.gz(r-4.7-arm64)GAPR_0.1.5.tar.gz(r-4.7-x86_64)GAPR_0.1.5.tar.gz(r-4.6-arm64)GAPR_0.1.5.tar.gz(r-4.6-x86_64)
GAPR_0.1.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
GAPR/json (API)
| # Install 'GAPR' in R: |
| install.packages('GAPR', repos = c('https://shuyyu.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/shuyyu/gapr/issues
Last updated from:de2eff3fb3. Checks:11 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 186 | ||
| linux-devel-x86_64 | NOTE | 185 | ||
| source / vignettes | OK | 274 | ||
| linux-release-arm64 | NOTE | 184 | ||
| linux-release-x86_64 | NOTE | 176 | ||
| macos-release-arm64 | NOTE | 191 | ||
| macos-release-x86_64 | NOTE | 375 | ||
| macos-oldrel-arm64 | NOTE | 276 | ||
| macos-oldrel-x86_64 | NOTE | 346 | ||
| windows-devel | NOTE | 176 | ||
| windows-release | NOTE | 162 | ||
| windows-oldrel | NOTE | 143 | ||
| wasm-release | OK | 125 |
Exports:ARcomputeProximityellipse_sortGAPGAP_Blue_White_RedGAP_dGAP_RainbowGARgrayscale_palettehctree_sortRGAR
Dependencies:BiocGenericscacirclizecliclueclustercodetoolscolorspaceComplexHeatmapcpp11crayoncurldendextenddigestdoParallelfarverforeachgclusgenericsGetoptLongggplot2GlobalOptionsgluegridExtragtableIRangesisobanditeratorslabelinglatticelifecyclemagickmagrittrMASSMatrixmatrixStatsmgcvnlmepermutepngqapR6RColorBrewerRcppregistryrjsonrlangS4VectorsS7scalesseriationshapeTSPvctrsveganviridisviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Compute the Anti-Robinson (AR) score | AR |
| Compute Proximity Matrix | computeProximity |
| Ellipse Sort | ellipse_sort |
| Generalized Association Plots (GAP) | GAP |
| Color palette: GAP_Blue_White_Red | GAP_Blue_White_Red |
| Color palette: GAP_d | GAP_d |
| Color palette: GAP_Rainbow | GAP_Rainbow |
| Compute the Generalized Anti-Robinson (GAR) score | GAR |
| Color palette: grayscale_palette | grayscale_palette |
| HCTree Sort | hctree_sort |
| Compute the Relative Generalized Anti-Robinson (RGAR) score | RGAR |
