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npiv (version 0.1.3)

Nonparametric Instrumental Variables Estimation and Inference

Description

Implements methods introduced in Chen, Christensen, and Kankanala (2024) 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.

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Version

Install

install.packages('npiv')

Monthly Downloads

235

Version

0.1.3

License

GPL (>= 3)

Maintainer

Timothy Christensen

Last Published

January 8th, 2025

Functions in npiv (0.1.3)

npiv-package

tools:::Rd_package_title("npiv")
npiv_choose_J

Data-driven Choice of Sieve Dimension for Nonparametric Instrumental Variables Estimation and Inference
npiv

Nonparametric Instrumental Variable Estimation and Inference
Engel95

1995 British Family Expenditure Survey
gsl.bs

GSL (GNU Scientific Library) B-spline/B-spline Derivatives