Doubly Robust Semiparametric Difference-in-Differences Estimators with High Dimensional Data If you use this package, please cite our article below:
To install this package
library(devtools)
install_version("flare","1.6.0")
install_github("psdsam/HDdiffindiff")
library(HDdiffindiff)
The functions in this package are: highdimdiffindiff_crossfit: Main function to implement the Doubly Robust Semiparametric Difference-in-Differences Estimators with sample splitting highdimdiffindiff_crossfit_inside: called by highdimdiffindiff_crossfit to compute and debias the estimators. Examplehighdimdiffindiff: Implement a simple example to demonstrate the method.
Example usage:
f = Examplehighdimdiffindiff(n0=1000)