HOIFCar: Covariate Adjustment in RCT by Higher-Order Influence Functions

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>.

Getting started

Package details

AuthorSihui Zhao [aut], Xinbo Wang [cre, aut], Liu Liu [ctb]
MaintainerXinbo Wang <cinbo_w@sjtu.edu.cn>
LicenseMIT + file LICENSE
Version0.2.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("HOIFCar")

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HOIFCar documentation built on June 25, 2025, 5:10 p.m.