Package: riskCommunicator 1.0.1

riskCommunicator: G-Computation to Estimate Interpretable Epidemiological Effects

Estimates flexible epidemiological effect measures including both differences and ratios using the parametric G-formula developed as an alternative to inverse probability weighting. It is useful for estimating the impact of interventions in the presence of treatment-confounder-feedback. G-computation was originally described by Robbins (1986) <doi:10.1016/0270-0255(86)90088-6> and has been described in detail by Ahern, Hubbard, and Galea (2009) <doi:10.1093/aje/kwp015>; Snowden, Rose, and Mortimer (2011) <doi:10.1093/aje/kwq472>; and Westreich et al. (2012) <doi:10.1002/sim.5316>.

Authors:Jessica Grembi [aut, cre, cph], Elizabeth Rogawski McQuade [ctb]

riskCommunicator_1.0.1.tar.gz
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riskCommunicator_1.0.1.tgz(r-4.4-any)riskCommunicator_1.0.1.tgz(r-4.3-any)
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riskCommunicator.pdf |riskCommunicator.html✨
riskCommunicator/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/jgrembi/riskcommunicator/issues

Datasets:
  • cvdd - A subset of the 'framingham' teaching data
  • framingham - The 'framingham' data set

On CRAN:

4.75 score 4 stars 14 scripts 251 downloads 1 mentions 2 exports 68 dependencies

Last updated 2 years agofrom:548afe7bb2. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 05 2024
R-4.5-winOKNov 05 2024
R-4.5-linuxOKNov 05 2024
R-4.4-winOKNov 05 2024
R-4.4-macOKNov 05 2024
R-4.3-winOKNov 05 2024
R-4.3-macOKNov 05 2024

Exports:gComppointEstimate

Dependencies:abindbackportsbootbroomcarcarDataclicolorspacecorrplotcowplotcpp11DerivdoBydplyrfansifarverFormulagenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtableisobandlabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpolynompurrrquantregR6RColorBrewerRcppRcppEigenrlangrstatixscalesSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr

riskCommunicator package extended vignette

Jessica Grembi, Elizabeth Rogawski McQuade

Rendered fromVignette_newbieRusers.Rmdusingknitr::rmarkdownon Nov 05 2024.

Last update: 2022-05-26
Started: 2020-04-01

riskCommunicator Manuscript Vignette

Jessica Grembi, Elizabeth Rogawski McQuade

Rendered fromVignette_manuscript.Rmdusingknitr::rmarkdownon Nov 05 2024.

Last update: 2022-05-27
Started: 2020-06-03