This repository contains R code and simulation data to reproduce results from the manuscript by Lotspeich and Garcia (2022+).
For the imputeCensRd
package, which implements the conditional mean imputation approaches from the paper, can be found in its own repo here.
Each of the "Script (Run Simulations)" files is coded to run 1 replication of each setting for demonstration. Per the NOTES at the bottom of the scripts, some more time-intensive simulations were run in parallel.
Table 1. Simulation results for Weibull
Table S1. Simulation results for Weibull
Table S2. Simulation results for log-normal
Figure S1. Illustration of the four extrapolation methods for a step survival function
Figure S2. We explored light (
Figure S3. With Weibull
Figure S4. With log-normal
Figure S5. Interpolating Breslow's estimator
Figure S6. Extrapolating Breslow's estimator
Figure S7. Due to the Weibull distribution's skewness, higher censoring rates led to smaller values of