LMTP Simulations
Simulation material for "Non-parametric causal effects based on longitudinal modified treatment policies."
Authors: Ivan Díaz, Nicholas Williams, Katherine Hoffman, and Edward Schenck
Description
This repository contains the code used for the simulation study in the paper "Non-parametric casual effects based on longitudinal modified treatment policies." Simulations are designed to be run on a high performance computing cluster using Slurm. The main file structure is as follows:
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R: Contains R function definition scripts.
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scripts: Contains R scripts that run the simulations and summarize simulation results.
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results: Contains simulation results.
This simulation uses a special version of the lmtp package that allows for different SuperLearner calls at every time point. This package version is available in this repository as "lmtp_1.0.0.9001.tar.gz". It can be installed using:
install.packages("lmtp_1.0.0.9001.tar.gz", repos = NULL, type = "source")