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 = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • drugdata - Simulated dataset to illustrate the use of WCE models

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

1.26 score 1 stars 18 scripts 168 downloads 1 mentions 4 exports 5 dependencies

Last updated 9 months agofrom:b775143032. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 12 2024
R-4.5-linuxNOTENov 12 2024

Exports:checkWCEHR.WCEknotsWCEWCE

Dependencies:latticeMatrixplyrRcppsurvival