Package: mgc 2.0.2
Eric Bridgeford
mgc: Multiscale Graph Correlation
Multiscale Graph Correlation (MGC) is a framework developed by Vogelstein et al. (2019) <doi:10.7554/eLife.41690> that extends global correlation procedures to be multiscale; consequently, MGC tests typically require far fewer samples than existing methods for a wide variety of dependence structures and dimensionalities, while maintaining computational efficiency. Moreover, MGC provides a simple and elegant multiscale characterization of the potentially complex latent geometry underlying the relationship.
Authors:
mgc_2.0.2.tar.gz
mgc_2.0.2.zip(r-4.5)mgc_2.0.2.zip(r-4.4)mgc_2.0.2.zip(r-4.3)
mgc_2.0.2.tgz(r-4.4-x86_64)mgc_2.0.2.tgz(r-4.4-arm64)mgc_2.0.2.tgz(r-4.3-x86_64)mgc_2.0.2.tgz(r-4.3-arm64)
mgc_2.0.2.tar.gz(r-4.5-noble)mgc_2.0.2.tar.gz(r-4.4-noble)
mgc_2.0.2.tgz(r-4.4-emscripten)mgc_2.0.2.tgz(r-4.3-emscripten)
mgc.pdf |mgc.html✨
mgc/json (API)
| # Install 'mgc' in R: |
| install.packages('mgc', repos = c('https://neurodata.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/neurodata/r-mgc/issues
Last updated 4 years agofrom:53117f00ec. Checks:OK: 1 NOTE: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 21 2024 |
| R-4.5-win-x86_64 | NOTE | Nov 21 2024 |
| R-4.5-linux-x86_64 | NOTE | Nov 21 2024 |
| R-4.4-win-x86_64 | NOTE | Nov 21 2024 |
| R-4.4-mac-x86_64 | NOTE | Nov 21 2024 |
| R-4.4-mac-aarch64 | NOTE | Nov 21 2024 |
| R-4.3-win-x86_64 | NOTE | Nov 21 2024 |
| R-4.3-mac-x86_64 | NOTE | Nov 21 2024 |
| R-4.3-mac-aarch64 | NOTE | Nov 21 2024 |
Exports:ConnCompLabeldiscr.sims.crossdiscr.sims.expdiscr.sims.fat_tailsdiscr.sims.lineardiscr.sims.radialdiscr.statdiscr.test.one_samplediscr.test.two_samplemgc.dist.xfmmgc.distancemgc.ksamplemgc.localcorrmgc.sims.2ballmgc.sims.2spheremgc.sims.cubicmgc.sims.expmgc.sims.jointmgc.sims.linearmgc.sims.quadmgc.sims.spiralmgc.sims.stepmgc.sims.ubernmgc.sims.wshapemgc.statmgc.test
Class Dependence Simulations
Rendered fromclass_simulations.Rmdusingknitr::rmarkdownon Nov 21 2024.Last update: 2019-08-29
Started: 2018-10-01
Discriminability Statistic
Rendered fromDiscriminability.Rmdusingknitr::rmarkdownon Nov 21 2024.Last update: 2019-08-31
Started: 2017-11-03
MGC Statistic
Rendered fromMGC.Rmdusingknitr::rmarkdownon Nov 21 2024.Last update: 2021-02-23
Started: 2017-11-02
Canonical Dependence Simulations
Rendered fromdep_simulations.Rmdusingknitr::rmarkdownon Nov 21 2024.Last update: 2018-10-01
Started: 2018-10-01
