Package: qgcompint 1.0.0

Alexander Keil

qgcompint: Quantile G-Computation Extensions for Effect Measure Modification

G-computation for a set of time-fixed exposures with quantile-based basis functions, possibly under linearity and homogeneity assumptions. Effect measure modification in this method is a way to assess how the effect of the mixture varies by a binary, categorical or continuous variable. 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>.

Authors:Alexander Keil [aut, cre]

qgcompint_1.0.0.tar.gz
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qgcompint_1.0.0.tgz(r-4.5-any)qgcompint_1.0.0.tgz(r-4.4-any)qgcompint_1.0.0.tgz(r-4.3-any)
qgcompint_1.0.0.tar.gz(r-4.5-noble)qgcompint_1.0.0.tar.gz(r-4.4-noble)
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qgcompint.pdf |qgcompint.html✨
qgcompint/json (API)
NEWS

# Install 'qgcompint' in R:
install.packages('qgcompint', repos = c('https://alexpkeil1.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/alexpkeil1/qgcompint/issues

On CRAN:

Conda:

4.89 score 4 stars 13 scripts 225 downloads 13 exports 80 dependencies

Last updated 19 days agofrom:a89e13a5aa. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 13 2025
R-4.5-winNOTEMar 13 2025
R-4.5-macNOTEMar 13 2025
R-4.5-linuxNOTEMar 13 2025
R-4.4-winNOTEMar 15 2025
R-4.4-macNOTEMar 13 2025
R-4.4-linuxNOTEMar 13 2025
R-4.3-winNOTEMar 13 2025
R-4.3-macNOTEMar 13 2025

Exports:getjointeffectsgetstrateffectsgetstratweightsmodelboundpointwiseboundqgcomp.emm.bootqgcomp.emm.cox.nobootqgcomp.emm.eeqgcomp.emm.glm.bootqgcomp.emm.glm.eeqgcomp.emm.glm.nobootqgcomp.emm.nobootsimdata_quantized_emm

Dependencies:abindAERarmbackportsbootbroomcarcarDataclicodacodetoolscolorspacecowplotcpp11DerivdigestdoBydplyrfansifarverFormulafuturefuture.applygenericsggplot2globalsgluegridExtragtableisobandlabelinglatticelifecyclelistenvlme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivparallellypbkrtestpillarpkgconfigpsclpurrrqgcompquantregR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangrootSolvesandwichscalesSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithrzoo

The qgcompint package: g-computation with statistical interaction

Alexander Keil

Rendered fromqgcompint-vignette.Rmdusingknitr::knitron Mar 13 2025.

Last update: 2025-03-12
Started: 2021-08-02