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TSCI

Tools for Causal Inference with Possibly Invalid Instrumental Variables

v3.0.5 · Sep 7, 2025 · GPL (>= 3)

Description

Two stage curvature identification with machine learning for causal inference in settings when instrumental variable regression is not suitable because of potentially invalid instrumental variables. Based on Guo and Buehlmann (2022) "Two Stage Curvature Identification with Machine Learning: Causal Inference with Possibly Invalid Instrumental Variables" <doi:10.48550/arXiv.2203.12808>. The vignette is available in Carl, Emmenegger, Bühlmann and Guo (2025) "TSCI: Two Stage Curvature Identification for Causal Inference with Invalid Instruments in R" <doi:10.18637/jss.v114.i07>.

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CRAN Check Status

14 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc 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 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies xgboost Rfast ranger fastDummies TSCI

Version History

new 3.0.5 Mar 10, 2026
updated 3.0.5 ← 3.0.4 diff Sep 7, 2025
updated 3.0.4 ← 3.0.0 diff Oct 8, 2023
updated 3.0.0 ← 2.0.0 diff May 30, 2023
updated 2.0.0 ← 1.0.0 diff Apr 3, 2023
new 1.0.0 Sep 18, 2022