confoundvis
Visualization Tools for Sensitivity Analysis of Unmeasured Confounding
Provides visualization tools for sensitivity analysis to unmeasured confounding in observational studies. Includes contour-based sensitivity plots, robustness curves, and benchmark-oriented graphics that help researchers assess how strong omitted confounding would need to be to attenuate, invalidate, or reverse estimated effects. Supports regression-based sensitivity analysis frameworks, including impact threshold approaches (Frank, 2000, <doi:10.1177/0049124100029002001>), partial R-squared methods (Cinelli and Hazlett, 2020, <doi:10.1111/rssb.12348>), and E-value style metrics (VanderWeele and Ding, 2017, <doi:10.7326/M16-2607>). Emphasizes clear, interpretable, and publication-ready graphical summaries for transparent reporting of causal sensitivity analyses across the social, behavioral, health, and educational sciences.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling linux/jammy R-4.5 | confoundvis_0.1.0.tar.gz |
142.7 KiB |
0.1.0 |
rolling linux/noble R-4.5 | confoundvis_0.1.0.tar.gz |
142.4 KiB |
0.1.0 |
rolling source/ R- | confoundvis_0.1.0.tar.gz |
81.1 KiB |
0.1.0 |
latest linux/jammy R-4.5 | confoundvis_0.1.0.tar.gz |
142.7 KiB |
0.1.0 |
latest linux/noble R-4.5 | confoundvis_0.1.0.tar.gz |
142.4 KiB |
0.1.0 |
latest source/ R- | confoundvis_0.1.0.tar.gz |
81.1 KiB |
0.1.0 |
2026-04-26 source/ R- | confoundvis_0.1.0.tar.gz |
81.1 KiB |
0.1.0 |
2026-04-23 source/ R- | confoundvis_0.1.0.tar.gz |
81.1 KiB |
0.1.0 |
2026-04-09 windows/windows R-4.5 | confoundvis_0.1.0.zip |
144.3 KiB |