RobustIV: Robust Instrumental Variable Methods in Linear Models

Inference for the treatment effect with possibly invalid instrumental variables via TSHT('Guo et al.' (2016) <doi:10.48550/arXiv.1603.05224>) and SearchingSampling('Guo' (2021) <doi:10.48550/arXiv.2104.06911>), which are effective for both low- and high-dimensional covariates and instrumental variables; test of endogeneity in high dimensions ('Guo et al.' (2016) <doi:10.48550/arXiv.1609.06713>).

Version: 0.2.5
Depends: R (≥ 2.10)
Imports: glmnet, MASS, Matrix, igraph, intervals, CVXR
Published: 2022-12-20
DOI: 10.32614/CRAN.package.RobustIV
Author: Taehyeon Koo [aut], Zhenyu Wang [aut], Hyunseung Kang [ctb], Dylan Small [ctb], Zijian Guo [aut, cre, cph]
Maintainer: Zijian Guo <zijguo at>
License: GPL-3
NeedsCompilation: no
CRAN checks: RobustIV results


Reference manual: RobustIV.pdf


Package source: RobustIV_0.2.5.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): RobustIV_0.2.5.tgz, r-oldrel (arm64): RobustIV_0.2.5.tgz, r-release (x86_64): RobustIV_0.2.5.tgz, r-oldrel (x86_64): RobustIV_0.2.5.tgz
Old sources: RobustIV archive


Please use the canonical form to link to this page.