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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.

Version: 1.0.3
Depends: R (≥ 3.5.0)
Imports: plyr, survival, splines
Suggests: R.rsp
Published: 2024-02-15
DOI: 10.32614/CRAN.package.WCE
Author: Marie-Pierre Sylvestre ORCID iD [aut, cre], Marie-Eve Beauchamp [ctb], Ryan Patrick Kyle [ctb], Michal Abrahamowicz [ctb]
Maintainer: Marie-Pierre Sylvestre <marie-pierre.sylvestre at umontreal.ca>
License: GPL-2 | GPL-3
NeedsCompilation: no
CRAN checks: WCE results

Documentation:

Reference manual: WCE.pdf

Downloads:

Package source: WCE_1.0.3.tar.gz
Windows binaries: r-devel: WCE_1.0.3.zip, r-release: WCE_1.0.3.zip, r-oldrel: WCE_1.0.3.zip
macOS binaries: r-release (arm64): WCE_1.0.3.tgz, r-oldrel (arm64): WCE_1.0.3.tgz, r-release (x86_64): WCE_1.0.3.tgz, r-oldrel (x86_64): WCE_1.0.3.tgz
Old sources: WCE archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.