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  "Description": "Provides tools for causal mediation analysis with\ncontinuous treatments using inverse probability weighting\n(IPW). Estimates natural direct and indirect effects over a\nuser-defined treatment grid and supports flexible dose-response\nmediation analysis. Includes diagnostic procedures for\nassessing covariate balance in both treatment and mediator\nmodels using standardized mean differences. Implements\npathway-specific extensions of the impact threshold for a\nconfounding variable (ITCV; Frank, 2000\n<doi:10.1177/0049124100029002001>) adapted to mediation\nsettings. Provides joint sensitivity analysis combining\nE-values (VanderWeele and Ding, 2017 <doi:10.7326/M16-2607>)\nand violations of sequential ignorability (Imai, Keele, and\nYamamoto, 2010 <doi:10.1214/10-STS321>). Additional utilities\ninclude visualization of dose-response mediation functions,\nrobustness profiles, fragility summaries, and formatted outputs\nfor applied research. Supports clustered data structures and\nmultiple outcome families.",
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  "URL": "https://github.com/causalfragility-lab/RobustMediate",
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