README.md

In kolesarm/ATEHonest: Honest Inference for Treatment Effects under Unconfoundedness

ATEHonest

This R package implements estimators and confidence intervals for average treatment effects under unconfoundedness using methods from Armstrong and Kolesár (2020).

See the package vignette for a description of the package (available through vignette("nsw_example") once package is installed), and the package manual for documentation of the package functions.

This software package is based upon work supported by the National Science Foundation under grant numbers SES-1628939 (Armstrong) and SES-1628878 (Kolesár).

Installation

You can get the current development version from GitHub:

if (!requireNamespace("remotes")) {
  install.packages("remotes")
}
remotes::install_github("kolesarm/ATEHonest")

• This package depends on the Rmpfr package (it's a dependency of the CVXR package that this package uses). In order to install this package, the system library libmpfr-dev needs to be installed. On Ubuntu/Debian, the library can be installed by running sudo apt-get install libmpfr-dev.

kolesarm/ATEHonest documentation built on Nov. 14, 2020, 4:50 a.m.