Implements proximal weighting estimators for the expectation of an arbitrarily transformed event time under dependent left truncation, with optional inverse probability of censoring weighting to handle right censoring. The methods leverage proxy variables to handle dependent left truncation in settings where dependence-inducing factors are not fully observed.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | Rcpp, survival |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-04-21 |
| DOI: | 10.32614/CRAN.package.truncProxy (may not be active yet) |
| Author: | Yuyao Wang [aut, cre], Andrew Ying [aut], Ronghui Xu [aut] |
| Maintainer: | Yuyao Wang <yuw079 at ucsd.edu> |
| BugReports: | https://github.com/wangyuyao98/truncProxy_weighting/issues |
| License: | GPL-3 |
| URL: | https://github.com/wangyuyao98/truncProxy_weighting, https://arxiv.org/pdf/2512.21283 |
| NeedsCompilation: | yes |
| Materials: | README, NEWS |
| CRAN checks: | truncProxy results |
| Reference manual: | truncProxy.html , truncProxy.pdf |
| Package source: | truncProxy_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available |
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