Estimates treatment effects using covariate adjustment methods in Randomized Clinical Trials (RCT) motivated by higher-order influence functions (HOIF). Provides point estimates, oracle bias, variance, and approximate variance for HOIF-adjusted estimators. For methodology details, see Zhao et al. (2024) <doi:10.48550/arXiv.2411.08491> and Gu et al. (2025) <doi:10.48550/arXiv.2512.20046>.
| Version: | 1.1.1 |
| Imports: | brglm2, BB, parallel, doParallel, foreach, glmnet, stats, MASS |
| Suggests: | mvtnorm |
| Published: | 2026-02-02 |
| DOI: | 10.32614/CRAN.package.HOIFCar |
| Author: | Sihui Zhao [aut], Xinbo Wang [cre, aut], Yujia Gu [aut], Wei Ma [ctb], Liu Liu [ctb] |
| Maintainer: | Xinbo Wang <cinbo_w at sjtu.edu.cn> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | HOIFCar results |
| Reference manual: | HOIFCar.html , HOIFCar.pdf |
| Package source: | HOIFCar_1.1.1.tar.gz |
| Windows binaries: | r-devel: HOIFCar_1.1.1.zip, r-release: HOIFCar_1.1.1.zip, r-oldrel: HOIFCar_1.1.1.zip |
| macOS binaries: | r-release (arm64): HOIFCar_1.1.1.tgz, r-oldrel (arm64): HOIFCar_1.1.1.tgz, r-release (x86_64): HOIFCar_1.1.1.tgz, r-oldrel (x86_64): HOIFCar_1.1.1.tgz |
| Old sources: | HOIFCar archive |
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