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HOIFCar  

Covariate Adjustment in RCT by Higher-Order Influence Functions
View on CRAN: Click here


Download and install HOIFCar package within the R console
Install from CRAN:
install.packages("HOIFCar")

Install from Github:
library("remotes")
install_github("cran/HOIFCar")

Install by package version:
library("remotes")
install_version("HOIFCar", "1.1.0")



Attach the package and use:
library("HOIFCar")
Maintained by
Xinbo Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-06-25
Latest Update: 2025-06-25
Description:
Estimates treatment effectsusing 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>.
How to cite:
Xinbo Wang (2025). HOIFCar: Covariate Adjustment in RCT by Higher-Order Influence Functions. R package version 1.1.0, https://cran.r-project.org/web/packages/HOIFCar. Accessed 16 Jul. 2026.
Previous versions and publish date:
0.2.1 (2025-06-25 17:40), 1.1.0 (2025-12-14 05:20), (2026-07-09 08:06)
Other packages that cited HOIFCar R package
View HOIFCar citation profile
Other R packages that HOIFCar depends, imports, suggests or enhances
Complete documentation for HOIFCar
Functions, R codes and Examples using the HOIFCar R package
Full HOIFCar package functions and examples
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