Package: GMCM 1.4.1

GMCM: Fast Estimation of Gaussian Mixture Copula Models

Unsupervised Clustering and Meta-analysis using Gaussian Mixture Copula Models.

Authors:Anders Ellern Bilgrau [aut, cre, cph], Poul Svante Eriksen [ths, ctb], Martin Boegsted [ths, ctb]

GMCM_1.4.1.tar.gz
GMCM_1.4.1.zip(r-4.5)GMCM_1.4.1.zip(r-4.4)GMCM_1.4.1.zip(r-4.3)
GMCM_1.4.1.tgz(r-4.4-x86_64)GMCM_1.4.1.tgz(r-4.4-arm64)GMCM_1.4.1.tgz(r-4.3-x86_64)GMCM_1.4.1.tgz(r-4.3-arm64)
GMCM_1.4.1.tar.gz(r-4.5-noble)GMCM_1.4.1.tar.gz(r-4.4-noble)
GMCM_1.4.1.tgz(r-4.4-emscripten)GMCM_1.4.1.tgz(r-4.3-emscripten)
GMCM.pdf |GMCM.html
GMCM/json (API)
NEWS

# Install 'GMCM' in R:
install.packages('GMCM', repos = c('https://aebilgrau.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/aebilgrau/gmcm/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • freshVsFrozen - Reproducibility between Fresh and Frozen B-cell subtypes
  • u133VsExon - Reproducibility between U133 plus 2 and Exon microarrays

On CRAN:

clusteringgaussian-mixture-modelsmeta-analysisrankunsupervised-cluster-analysis

4.57 score 15 stars 50 scripts 315 downloads 23 exports 3 dependencies

Last updated 3 years agofrom:dce017d7be. Checks:ERROR: 1 WARNING: 8. Indexed: yes.

TargetResultDate
Doc / VignettesFAILOct 30 2024
R-4.5-win-x86_64WARNINGOct 30 2024
R-4.5-linux-x86_64WARNINGOct 30 2024
R-4.4-win-x86_64WARNINGOct 30 2024
R-4.4-mac-x86_64WARNINGOct 30 2024
R-4.4-mac-aarch64WARNINGOct 30 2024
R-4.3-win-x86_64WARNINGOct 30 2024
R-4.3-mac-x86_64WARNINGOct 30 2024
R-4.3-mac-aarch64WARNINGOct 30 2024

Exports:as.thetachoose.thetaclassifycolSdsdmvnormalEMAlgorithmfit.full.GMCMfit.general.GMCMfit.meta.GMCMfit.special.GMCMfull2metaget.IDRget.probgoodness.of.fitis.thetameta2fullrmvnormalrowSdsrthetarunGMCMSimulateGMCMDataSimulateGMMDataUhat

Dependencies:ellipseRcppRcppArmadillo