G-computation for a set of time-fixed exposures with quantile-based basis functions, possibly under linearity and homogeneity assumptions. This approach estimates a regression line corresponding to the expected change in the outcome (on the link basis) given a simultaneous increase in the quantile-based category for all exposures. Works with continuous, binary, and right-censored time-to-event outcomes. Reference: Alexander P. Keil, Jessie P. Buckley, Katie M. OBrien, Kelly K. Ferguson, Shanshan Zhao, and Alexandra J. White (2019) A quantile-based g-computation approach to addressing the effects of exposure mixtures; <doi:10.1289/EHP5838>.
| Version: | 2.18.7 |
| Depends: | R (≥ 3.5.0) |
| Imports: | AER,arm,future,future.apply,generics,ggplot2 (≥ 3.3.0), grDevices, grid,gridExtra,nnet,numDeriv,pscl,rootSolve, stats,survival,tibble |
| Suggests: | broom,devtools,knitr,markdown,MASS,mice |
| Published: | 2025-08-20 |
| DOI: | 10.32614/CRAN.package.qgcomp |
| Author: | Alexander Keil [aut, cre] |
| Maintainer: | Alexander Keil <alex.keil at nih.gov> |
| BugReports: | https://github.com/alexpkeil1/qgcomp/issues |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/alexpkeil1/qgcomp/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README,NEWS |
| CRAN checks: | qgcomp results |
| Reference manual: | qgcomp.html ,qgcomp.pdf |
| Vignettes: | The qgcomp package: advanced usage (source,R code) The qgcomp package: basic usage (source,R code) The qgcomp package: a list of vignettes (source,R code) |
| Package source: | qgcomp_2.18.7.tar.gz |
| Windows binaries: | r-devel:qgcomp_2.18.7.zip, r-release:qgcomp_2.18.7.zip, r-oldrel:qgcomp_2.18.7.zip |
| macOS binaries: | r-release (arm64):qgcomp_2.18.7.tgz, r-oldrel (arm64):qgcomp_2.18.7.tgz, r-release (x86_64):qgcomp_2.18.7.tgz, r-oldrel (x86_64):qgcomp_2.18.7.tgz |
| Old sources: | qgcomp archive |
| Reverse imports: | CompMix,epiomics,qgcompint |
| Reverse suggests: | mpower |
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