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Implements bidirectional two-stage least squares (Bi-TSLS) estimation for identifying bidirectional causal effects between two variables in the presence of unmeasured confounding. The method uses proxy variables (negative control exposure and outcome) along with at least one covariate to handle confounding.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats |
| Published: | 2025-05-28 |
| DOI: | 10.32614/CRAN.package.BiTSLS |
| Author: | Jiaqi Min [aut, cre] |
| Maintainer: | Jiaqi Min <fhoneysuckle7 at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | BiTSLS results |
| Reference manual: | BiTSLS.pdf |
| Package source: | BiTSLS_0.1.0.tar.gz |
| Windows binaries: | r-devel: BiTSLS_0.1.0.zip, r-release: BiTSLS_0.1.0.zip, r-oldrel: BiTSLS_0.1.0.zip |
| macOS binaries: | r-release (arm64): BiTSLS_0.1.0.tgz, r-oldrel (arm64): BiTSLS_0.1.0.tgz, r-release (x86_64): BiTSLS_0.1.0.tgz, r-oldrel (x86_64): BiTSLS_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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