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Reproduce the simulations in Cai W, van der Laan MJ (2019+). One-step TMLE for time-to-event outcomes.

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Pre-requisites

# MOSS package version >= 1.1.2devtools::install_github("wilsoncai1992/MOSS")install.packages("survtmle")

Instructions

To reproduce the simulation section

cd./code_simulation/# run simulationRCMDBATCH./run_simulation.Rmkdir./output/mv./df_metric.rda./output/df_metric.rda# create plotsRCMDBATCH./plot_result.R# the plots will be saved in `./code_simulation/output/` after the script

To reproduce the real data analysis section

cd./code_mgus2/RCMDBATCH./run_simulation.R# the plots will be saved in `./code_mgus2/` after the script

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Reproduce the simulations in Cai W, van der Laan MJ (2019+). One-step TMLE for time-to-event outcomes.

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