JeffreyRacine/npiv: Nonparametric Instrumental Variables Estimation and Inference

Implements methods introduced in Chen, Christensen, and Kankanala (2024) <doi:10.1093/restud/rdae025> for estimating and constructing uniform confidence bands for nonparametric structural functions using instrumental variables, including data-driven choice of tuning parameters. All methods in this package apply to nonparametric regression as a special case.

Getting started

Package details

MaintainerTimothy Christensen <timothy.christensen@yale.edu>
LicenseGPL (>=3)
Version0.1.3
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("JeffreyRacine/npiv")
JeffreyRacine/npiv documentation built on Jan. 17, 2025, 8:29 p.m.