Package: RobustIV 0.2.4

Zijian Guo

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>).

Authors:Taehyeon Koo [aut], Zhenyu Wang [aut], Hyunseung Kang [ctb], Dylan Small [ctb], Zijian Guo [aut, cre, cph]

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RobustIV/json (API)

# Install 'RobustIV' in R:
install.packages('RobustIV', repos = c('https://zijguo.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/zijguo/robustiv/issues

Datasets:

On CRAN:

3.65 score 3 stars 3 scripts 174 downloads 3 exports 30 dependencies

Last updated 2 years agofrom:66a2212486. Checks:OK: 1 ERROR: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 08 2024
R-4.5-winERRORNov 08 2024
R-4.5-linuxERRORNov 08 2024
R-4.4-winERRORNov 08 2024
R-4.4-macERRORNov 08 2024
R-4.3-winERRORNov 08 2024
R-4.3-macERRORNov 08 2024

Exports:endo.testSearchingSamplingTSHT

Dependencies:bitbit64clicodetoolscpp11CVXRECOSolveRforeachglmnetgluegmpigraphintervalsiteratorslatticelifecyclemagrittrMASSMatrixosqppkgconfigR6RcppRcppEigenrlangRmpfrscsshapesurvivalvctrs