Package: chest 0.3.7

chest: Change-in-Estimate Approach to Assess Confounding Effects

Applies the change-in-effect estimate method to assess confounding effects in medical and epidemiological research (Greenland & Pearce (2016) <doi:10.1146/annurev-publhealth-031914-122559> ). It starts with a crude model including only the outcome and exposure variables. At each of the subsequent steps, one variable which creates the largest change among the remaining variables is selected. This process is repeated until all variables have been entered into the model (Wang Z. Stata Journal 2007; 7, Number 2, pp. 183–196). Currently, the 'chest' package has functions for linear regression, logistic regression, negative binomial regression, Cox proportional hazards model and conditional logistic regression.

Authors:Zhiqiang Wang [aut, cre]

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chest/json (API)
NEWS

# Install 'chest' in R:
install.packages('chest', repos = c('https://uqwang.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • diab_df - Example data: Health outcomes of 2372 adults with and without diabetes

On CRAN:

Conda:

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

2.78 score 1 stars 12 scripts 421 downloads 7 exports 38 dependencies

Last updated from:b1e61c2fca. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK165
source / vignettesOK151
linux-release-x86_64OK165
macos-release-arm64OK183
macos-oldrel-arm64OK244
windows-develOK113
windows-releaseOK123
windows-oldrelOK114
wasm-releaseOK121

Exports:chest_clogitchest_coxchest_forestchest_glmchest_lmchest_nbchest_plot

Dependencies:abindbackportsbroomcheckmateclicpp11dplyrfarverforestplotgenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixpillarpkgconfigpurrrR6RColorBrewerrlangS7scalesstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr

Change-in-estimate Approach: Assessing Confounding Effects

Rendered fromchest-vignette.Rmdusingknitr::rmarkdownon Apr 16 2026.

Last update: 2023-03-23
Started: 2019-12-16