RobustMediate
Causal Mediation Analysis with Diagnostics and Sensitivity Analysis
Provides tools for causal mediation analysis with continuous treatments using inverse probability weighting (IPW). Estimates natural direct and indirect effects over a user-defined treatment grid and supports flexible dose-response mediation analysis. Includes diagnostic procedures for assessing covariate balance in both treatment and mediator models using standardized mean differences. Implements pathway-specific extensions of the impact threshold for a confounding variable (ITCV; Frank, 2000 <doi:10.1177/0049124100029002001>) adapted to mediation settings. Provides joint sensitivity analysis combining E-values (VanderWeele and Ding, 2017 <doi:10.7326/M16-2607>) and violations of sequential ignorability (Imai, Keele, and Yamamoto, 2010 <doi:10.1214/10-STS321>). Additional utilities include visualization of dose-response mediation functions, robustness profiles, fragility summaries, and formatted outputs for applied research. Supports clustered data structures and multiple outcome families.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.1 |
rolling linux/jammy R-4.5 | RobustMediate_0.1.1.tar.gz |
227.9 KiB |
0.1.1 |
rolling linux/noble R-4.5 | RobustMediate_0.1.1.tar.gz |
227.2 KiB |
0.1.1 |
rolling source/ R- | RobustMediate_0.1.1.tar.gz |
102.0 KiB |
0.1.1 |
latest linux/jammy R-4.5 | RobustMediate_0.1.1.tar.gz |
227.9 KiB |
0.1.1 |
latest linux/noble R-4.5 | RobustMediate_0.1.1.tar.gz |
227.2 KiB |
0.1.1 |
latest source/ R- | RobustMediate_0.1.1.tar.gz |
102.0 KiB |
0.1.1 |
2026-04-26 source/ R- | RobustMediate_0.1.1.tar.gz |
102.0 KiB |
0.1.1 |
2026-04-23 source/ R- | RobustMediate_0.1.1.tar.gz |
102.0 KiB |