confoundvis: A Common Interface for Visualizing and Reporting Sensitivity
Analyses for Unmeasured Confounding
A common interface to established sensitivity analyses for
unmeasured confounding in observational studies. Results of impact
threshold and robustness of inference to replacement analysis (Frank,
2000, <doi:10.1177/0049124100029002001>; Frank et al., 2013,
<doi:10.3102/0162373713493129>), partial R-squared omitted-variable bias
analysis (Cinelli and Hazlett, 2020, <doi:10.1111/rssb.12348>), E-values
(VanderWeele and Ding, 2017, <doi:10.7326/M16-2607>), and Rosenbaum
bounds for matched pairs (Rosenbaum, 2002,
<doi:10.1007/978-1-4757-3692-2>) are stored in one object that keeps
each framework's own parameter. Robustness curves, summary tables,
and plain-language reports are available for every framework;
two-parameter surfaces, the exact correlation contour, and
observed-covariate benchmarks are provided where the corresponding
framework defines them. Results
can be computed from fitted models or matched-pair differences, or
converted from the 'sensemakr', 'konfound', and 'EValue' packages, and
agree with those packages.
| Version: |
0.3.0 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
ggplot2 (≥ 3.4.0), rlang, graphics, grDevices, stats |
| Suggests: |
testthat (≥ 3.0.0), knitr, rmarkdown, sensemakr, konfound, EValue, DOS2, sensitivity2x2xk, sensitivitymv, ggrepel |
| Published: |
2026-10-17 |
| DOI: |
10.32614/CRAN.package.confoundvis |
| Author: |
Subir Hait  [aut,
cre] |
| Maintainer: |
Subir Hait <haitsubi at msu.edu> |
| BugReports: |
https://github.com/subirhait/confoundvis/issues |
| License: |
GPL-3 |
| URL: |
https://github.com/subirhait/confoundvis |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Materials: |
README, NEWS |
| CRAN checks: |
confoundvis results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
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