vsemenova/leebounds: Nonparametric bounds on Average Treatment Effect in the presence of Endogenous Selection

This package provides basic (Lee (2009)) and orthogonal (Semenova (2019)) bounds for ATE for Lee (2009) model. Includes JobCorps data from Lee (2009). Various machine learning methods for the first-stage functions are supported.

Getting started

Package details

AuthorVira Semenova
MaintainerVira Semenova <semenovavira@gmail.com>
LicenseGPL
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("vsemenova/leebounds")
vsemenova/leebounds documentation built on Sept. 30, 2023, 8:30 a.m.