Package: QRegVCM 1.2

"Andriyana.Y"

QRegVCM: Quantile Regression in Varying-Coefficient Models

Quantile regression in varying-coefficient models (VCM) using one particular nonparametric technique called P-splines. The functions can be applied on three types of VCM; (1) Homoscedastic VCM, (2) Simple heteroscedastic VCM, and (3) General heteroscedastic VCM.

Authors:'Andriyana, Y.' [aut, cre], 'Ibrahim M. A.' [aut], 'Gijbels, I.' [ctb], 'Verhasselt A.' [ctb]

QRegVCM_1.2.tar.gz
QRegVCM_1.2.tar.gz(r-4.5-noble)QRegVCM_1.2.tar.gz(r-4.4-noble)
QRegVCM_1.2.tgz(r-4.4-emscripten)QRegVCM_1.2.tgz(r-4.3-emscripten)
QRegVCM.pdf |QRegVCM.html✨
QRegVCM/json (API)

# Install 'QRegVCM' in R:
install.packages('QRegVCM', repos = 'https://cloud.r-project.org')
Datasets:
  • CD4 - The CD4 dataset
  • wages - The wages dataset

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 1 stars 181 downloads 8 exports 16 dependencies

Last updated 7 years agofrom:1231f31410. Checks:2 OK, 1 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 10 2025
R-4.5-linuxNOTEMar 10 2025
R-4.4-linuxOKMar 10 2025

Exports:AHeVTAHeVXTQRIndivQRSimulQRStepwiseQRWSimulsimul_shapetesttest_variability

Dependencies:bootdigestgenericslatticeMASSMatrixMatrixModelsmaxLikmiscToolsquantregsandwichSparseMsurvivaltruncregtruncSPzoo

Citation

To cite package ‘QRegVCM’ in publications use:

'Andriyana, Y.', A.' 'M, 'Gijbels, I.', A.' ' (2018). QRegVCM: Quantile Regression in Varying-Coefficient Models. R package version 1.2, https://CRAN.R-project.org/package=QRegVCM.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {QRegVCM: Quantile Regression in Varying-Coefficient
      Models},
    author = {{'Andriyana} and {Y.'} and 'Ibrahim M. A.' and {'Gijbels}
      and {I.'} and 'Verhasselt A.'},
    year = {2018},
    note = {R package version 1.2},
    url = {https://CRAN.R-project.org/package=QRegVCM},
  }