Package: DEM 0.0.0.2

Qian Wang

DEM: The Distributed EM Algorithms in Multivariate Gaussian Mixture Models

The distributed expectation maximization algorithms are used to solve parameters of multivariate Gaussian mixture models. The philosophy of the package is described in Guo, G. (2022) <doi:10.1080/02664763.2022.2053949>.

Authors:Qian Wang [aut, cre], Guangbao Guo [aut], Guoqi Qian [aut]

DEM_0.0.0.2.tar.gz
DEM_0.0.0.2.tar.gz(r-4.5-noble)DEM_0.0.0.2.tar.gz(r-4.4-noble)
DEM_0.0.0.2.tgz(r-4.4-emscripten)DEM_0.0.0.2.tgz(r-4.3-emscripten)
DEM.pdf |DEM.html✨
DEM/json (API)

# Install 'DEM' in R:
install.packages('DEM', repos = 'https://cloud.r-project.org')
Datasets:

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 199 downloads 6 exports 1 dependencies

Last updated 3 years agofrom:b4f7c5fce4. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 11 2025
R-4.5-linuxOKMar 11 2025
R-4.4-linuxOKMar 11 2025

Exports:DEM1DEM2DMOEMDOEM1DOEM2EM

Dependencies:mvtnorm

Citation

To cite package ‘DEM’ in publications use:

Wang Q, Guo G, Qian G (2022). DEM: The Distributed EM Algorithms in Multivariate Gaussian Mixture Models. R package version 0.0.0.2, https://CRAN.R-project.org/package=DEM.

Corresponding BibTeX entry: 

  @Manual{,
    title = {DEM: The Distributed EM Algorithms in Multivariate
      Gaussian Mixture Models},
    author = {Qian Wang and Guangbao Guo and Guoqi Qian},
    year = {2022},
    note = {R package version 0.0.0.2},
    url = {https://CRAN.R-project.org/package=DEM},
  }