README.md

In vdorie/npci: Nonparametric Methods for Causal Inference

WARNING

This package is experimental and not supported. To fit a non-parametric model for causal inference, use bartCause instead.

Prequisites

Rtools for windows. gfortran for Mac OS.

Notes

Contains R code to fit non-parmetric causal inference models. Of particular interest are the calculations in the examples folder.

To run the examples, first install the package by running, from within R

install.packages("path/to/repository", type = "source", repos = NULL)

or from the command line

R CMD INSTALL path/to/repository

The file examples/toy/generatePlots.R contains code to produce the toy data example. The simulation data can be simply loaded by running examples/ihdp_sim/loadData.R, or the simulations produced by running either examples/ihdp_sim/runLocally.R or examples/ihdp_sim/queueJobs.R (if on a cluster using TORQUE). Change your working directory before doing any of the above.

vdorie/npci documentation built on April 3, 2022, 6:57 a.m.