Causal Mediation Analysis with Diagnostics and Sensitivity Analysis


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Documentation for package ‘RobustMediate’ version 0.1.1

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RobustMediate-package RobustMediate: Causal Mediation Analysis with Diagnostics and Sensitivity Analysis
as.data.frame.robmedfit Coerce effects curve to a data frame
augment.robmedfit Augment data with fitted values from a robmedfit object (broom-compatible)
compare_fits Compare Two robmedfit Objects Side by Side
diagnose Diagnose a robmedfit Object
fragility_table Pathway Fragility Decomposition Table
glance.robmedfit Glance at a robmedfit object (broom-compatible)
plot.robmedfit Plot a robmedfit object
plot_balance Love Plot: Balance Diagnostics for Both Pathways
plot_curvature Plot Dose-Varying Fragility (Curvature-Based Sensitivity)
plot_mediation Dose-Response Curve: Natural Direct and Indirect Effects
plot_meditcv Plot medITCV robustness corridors for both mediation pathways
plot_meditcv_profile Plot the medITCV Robustness Profile
plot_sensitivity Sensitivity Contour Plot: Joint E-value x Rho Display
print.meditcv Print a meditcv object
print.meditcv_profile Print a meditcv_profile object
print.robmedfit Print a robmedfit object
RobustMediate RobustMediate: Causal Mediation Analysis with Diagnostics and Sensitivity Analysis
robustmediate Robust Causal Mediation Analysis
sensitivity_curvature Dose-Varying Fragility: Curvature-Based Sensitivity
sensitivity_meditcv Mediation ITCV (medITCV) for pathway-specific robustness
sensitivity_meditcv_profile medITCV Robustness Profile: Pathway-Specific Fragility Framework
sim_mediation Simulated Mediation Study Data
summary.robmedfit Summary method for robmedfit objects
tidy.robmedfit Tidy a robmedfit object (broom-compatible)
tipping_table Extract Tipping-Point Table