Multiply Robust Estimation in Causal Survival Analysis with Treatment Noncompliance

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Documentation for package ‘mrPStrata’ version 0.1.0

• DESCRIPTION file
• User guides, package vignettes and other documentation

Help Pages

BootEst.MO.SA	Bootstrap confidence intervals for the bias-corrected multiply robust estimator under violations of monotonicity
BootEst.PI.SA	Bootstrap confidence intervals for the multiply robust estimator
mrPStrata	Multiply robust estimator for calculating the principal survival causal effects among always takers, compliers, and never takers
mrPStrata_MO_SA	Bias-corrected multiply robust estimator of the PSCE under violation of monotonicity
mrPStrata_PI_SA	Bias-corrected multiply robust estimator of the PSCE under violation of the principal ignorability assumption
plot.psce	Plot of the PSCEs and their associated 95% pointwise confidence intervals
PointEst.MO.SA	Point estimation for the multiply robust estimator under violation of monotonicity assumption
PointEst.PI.SA	Point estimation for the multiply robust estimator
sim_data	Simulated survival dataset