Package: weightedCL 0.5

Aristidis K. Nikoloulopoulos

weightedCL: Efficient and Feasible Inference for High-Dimensional Normal Copula Regression Models

Estimates high-dimensional multivariate normal copula regression models with the weighted composite likelihood estimating equations in Nikoloulopoulos (2022) <arxiv:2203.04619>. It provides autoregressive moving average correlation structures and binary, ordinal, Poisson, and negative binomial regressions.

Authors:Aristidis K. Nikoloulopoulos [aut, cre]

weightedCL_0.5.tar.gz
weightedCL_0.5.tar.gz(r-4.5-noble)weightedCL_0.5.tar.gz(r-4.4-noble)
weightedCL_0.5.tgz(r-4.4-emscripten)weightedCL_0.5.tgz(r-4.3-emscripten)
weightedCL.pdf |weightedCL.html✨
weightedCL/json (API)

# Install 'weightedCL' in R:
install.packages('weightedCL', repos = 'https://cloud.r-project.org')
Datasets:
  • polio - Polio cases in USA from Jan 1970 till Dec 1983
  • sleep - Infant sleep status data

On CRAN:

Conda:

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

fortran

1.00 score 136 downloads 15 exports 33 dependencies

Last updated 2 years agofrom:2792a84df5. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 09 2025
R-4.5-linux-x86_64OKMar 09 2025
R-4.4-linux-x86_64OKMar 09 2025

Exports:clcl.orddmargmodeldmargmodel.ordgodambegodambe.ordieeiee.ordpbvtpmargmodelpmargmodel.ordwclwcl.ordweightMatweightMat.ord

Dependencies:clicolorspacefansifarverggplot2gluegoftestgridExtragtableisobandlabelinglatticelifecyclemagrittrMASSmatlabMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangrootSolvescalessuretibbleutf8vctrsviridisLitewithr

Citation

To cite package ‘weightedCL’ in publications use:

Nikoloulopoulos A (2022). weightedCL: Efficient and Feasible Inference for High-Dimensional Normal Copula Regression Models. R package version 0.5, https://CRAN.R-project.org/package=weightedCL.

Corresponding BibTeX entry: 

  @Manual{,
    title = {weightedCL: Efficient and Feasible Inference for
      High-Dimensional Normal Copula Regression Models},
    author = {Aristidis K. Nikoloulopoulos},
    year = {2022},
    note = {R package version 0.5},
    url = {https://CRAN.R-project.org/package=weightedCL},
  }