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RobustIV

Robust Instrumental Variable Methods in Linear Models

v0.2.5 · Dec 19, 2022 · GPL-3

Description

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>).

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CRAN Check Status

4 WARNING
1 NOTE
9 OK
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc WARNING
r-devel-linux-x86_64-fedora-clang WARNING
r-devel-linux-x86_64-fedora-gcc WARNING
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 WARNING
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (15 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Zijian Guo <zijguo@stat.rutgers.edu>’

The Description field contains
  variables via TSHT('Guo et al.' (2016) <arXiv:1603.05224>) and
  SearchingSampling('Guo' (2021) <arXiv:2104.06911>), which are effective
  <arXiv:1609.06713>).
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Zijian Guo <zijguo@stat.rutgers.edu>’

The Description field contains
  variables via TSHT('Guo et al.' (2016) <arXiv:1603.05224>) and
  SearchingSampling('Guo' (2021) <arXiv:2104.06911>), which are effective
  <arXiv:1609.06713>).
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
WARNING r-devel-linux-x86_64-debian-gcc

dependencies in R code

Missing or unexported object: ‘CVXR::solve’
WARNING r-devel-linux-x86_64-fedora-clang

dependencies in R code

Missing or unexported object: ‘CVXR::solve’
WARNING r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Missing or unexported object: ‘CVXR::solve’
OK r-devel-macos-arm64

*


            
OK r-devel-windows-x86_64

*


            
OK r-oldrel-macos-arm64

*


            
OK r-oldrel-macos-x86_64

*


            
OK r-oldrel-windows-x86_64

*


            
OK r-patched-linux-x86_64

*


            
WARNING r-release-linux-x86_64

dependencies in R code

Missing or unexported object: ‘CVXR::solve’
OK r-release-macos-arm64

*


            
OK r-release-macos-x86_64

*


            
OK r-release-windows-x86_64

*


            

Check History

WARNING 9 OK · 1 NOTE · 4 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Zijian Guo <zijguo@stat.rutgers.edu>’

The Description field contains
  variables via TSHT('Guo et al.' (2016) <arXiv:1603.05224>) and
  SearchingSampling('Guo' (2021) <arXiv:2104.06911>), which are effective
  <arXiv:1609.06713>).
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
WARNING r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Zijian Guo <zijguo@stat.rutgers.edu>’

The Description field contains
  variables via TSHT('Guo et al.' (2016) <arXiv:1603.05224>) and
  SearchingSampling('Guo' (2021) <arXiv:2104.06911>), which are effective
  <arXiv:1609.06713>).
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
WARNING r-devel-linux-x86_64-fedora-clang

dependencies in R code

Missing or unexported object: ‘CVXR::solve’
WARNING r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Missing or unexported object: ‘CVXR::solve’
WARNING r-release-linux-x86_64

dependencies in R code

Missing or unexported object: ‘CVXR::solve’

Dependency Network

Dependencies Reverse dependencies glmnet MASS Matrix igraph intervals CVXR RobustIV

Version History

new 0.2.5 Mar 9, 2026