R-universe - chaochengstat (Chao Cheng)

mrPStrata - Multiply robust estimation in causal survival analysis with treatment noncompliance

This package provides functions to calculate the multiply robust estimator of the principal survival causal effect among the always takers, compliers, and never takers.

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4.00 score

mrPStrata - Multiply Robust Estimation in Causal Survival Analysis with Treatment Noncompliance

Provides multiply robust estimators of principal survival causal effects among always-takers, compliers, and never-takers in studies with treatment noncompliance. The methods are based on Cheng et al. (2026) <doi:10.1214/25-AOAS2117>.

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2.00 score

mediateP - Mediation Analysis Based on the Product Method

Functions for calculating the point and interval estimates of the natural indirect effect (NIE), total effect (TE), and mediation proportion (MP), based on the product approach. We perform the methods considered in Cheng, Spiegelman, and Li (2021) Estimating the natural indirect effect and the mediation proportion via the product method.

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1.00 score 208 downloads