Yujia Gu

collaborators

2 papers

math.ST2026

Stabilized Higher-Order Influence Functions: Statistical Theory of a Class of Bilinear Forms

Na Liu, Chang Li, Yujia Gu +1

Higher-order influence functions, introduced in a series of articles (Robins et al., 2008, 2009a; van der Vaart, 2014; Robins et al., 2016, 2023; Liu et al., 2017), are a unified f…

stat.ME2025

Assumption-lean covariate adjustment under covariate adaptive randomization when $p = o (n)$

Yujia Gu, Lin Liu, Wei Ma

Adjusting for (baseline) covariates with working regression models becomes standard practice in the analysis of randomized clinical trials (RCT). When the dimension $p$ of the cova…

Stabilized Higher-Order Influence Functions: Statistical Theory of a Class of Bilinear Forms

Assumption-lean covariate adjustment under covariate adaptive randomization when p=o(n)

Assumption-lean covariate adjustment under covariate adaptive randomization when $p = o (n)$