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Implements partial transfer learning (PTL) for causal effect estimation using source and target data, with bootstrap-based source detection. Provides data generating processes and nuisance functions for simulation.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | MASS, DoubleML, ncvreg |
| Suggests: | lgr, mlr3, mlr3learners, glmnet |
| Published: | 2026-02-18 |
| DOI: | 10.32614/CRAN.package.PartialTL |
| Author: | Xinhao Qu [aut, cre] |
| Maintainer: | Xinhao Qu <xqu018 at ucr.edu> |
| BugReports: | https://github.com/JackQuu/PartialTL/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/JackQuu/PartialTL |
| NeedsCompilation: | no |
| CRAN checks: | PartialTL results |
| Reference manual: | PartialTL.html , PartialTL.pdf |
| Package source: | PartialTL_0.1.0.tar.gz |
| Windows binaries: | r-devel: PartialTL_0.1.0.zip, r-release: PartialTL_0.1.0.zip, r-oldrel: PartialTL_0.1.0.zip |
| macOS binaries: | r-release (arm64): PartialTL_0.1.0.tgz, r-oldrel (arm64): PartialTL_0.1.0.tgz, r-release (x86_64): PartialTL_0.1.0.tgz, r-oldrel (x86_64): PartialTL_0.1.0.tgz |
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