Package: WCE 1.0.3

Marie-Pierre Sylvestre

WCE: Weighted Cumulative Exposure Models

A flexible method for modeling cumulative effects of time-varying exposures, weighted according to their relative proximity in time, and represented by time-dependent covariates. The current implementation estimates the weight function in the Cox proportional hazards model. The function that assigns weights to doses taken in the past is estimated using cubic regression splines.

Authors:Marie-Pierre Sylvestre [aut, cre], Marie-Eve Beauchamp [ctb], Ryan Patrick Kyle [ctb], Michal Abrahamowicz [ctb]

WCE_1.0.3.tar.gz
WCE_1.0.3.tar.gz(r-4.5-noble)WCE_1.0.3.tar.gz(r-4.4-noble)
WCE_1.0.3.tgz(r-4.4-emscripten)WCE_1.0.3.tgz(r-4.3-emscripten)
WCE.pdf |WCE.html✨
WCE/json (API)

# Install 'WCE' in R:
install.packages('WCE', repos = 'https://cloud.r-project.org')
Datasets:
  • drugdata - Simulated dataset to illustrate the use of WCE models

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 158 downloads 1 mentions 4 exports 5 dependencies

Last updated 1 years agofrom:b775143032. Checks:2 OK, 1 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 12 2025
R-4.5-linuxNOTEMar 12 2025
R-4.4-linuxOKMar 12 2025

Exports:checkWCEHR.WCEknotsWCEWCE

Dependencies:latticeMatrixplyrRcppsurvival

Citation

To cite package ‘WCE’ in publications use:

Sylvestre M (2024). WCE: Weighted Cumulative Exposure Models. R package version 1.0.3, https://CRAN.R-project.org/package=WCE.

Corresponding BibTeX entry: 

  @Manual{,
    title = {WCE: Weighted Cumulative Exposure Models},
    author = {Marie-Pierre Sylvestre},
    year = {2024},
    note = {R package version 1.0.3},
    url = {https://CRAN.R-project.org/package=WCE},
  }