Nonparametric Instrumental Variables Estimation and Inference

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.


Reference manual

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install.packages("npiv")

0.1.3 by Timothy Christensen, 2 years ago


Browse source code at https://github.com/cran/npiv


Authors: Jeffrey S. Racine [aut] , Timothy Christensen [aut, cre] , Patrick Alken [ctb] , Rhys Ulerich [ctb] , Simon N. Wood [ctb]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports progress, MASS, Formula, withr


Imported by contdid.


See at CRAN