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RobustIV: Robust Instrumental Variable Methods in Linear Models
Inference for the treatment effect with possibly invalid instrumental variables via TSHT('Guo et al.' (2016) <arXiv:1603.05224>) and SearchingSampling('Guo' (2021) <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) <arXiv:1609.06713>).
Getting started
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Package details |
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| Author | Taehyeon Koo [aut], Zhenyu Wang [aut], Hyunseung Kang [ctb], Dylan Small [ctb], Zijian Guo [aut, cre, cph] |
| Maintainer | Zijian Guo <zijguo@stat.rutgers.edu> |
| License | GPL-3 |
| Version | 0.2.5 |
| URL | https://github.com/zijguo/RobustIV |
| Package repository | View on CRAN |
| Installation |
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