Author

Hongyu Zhao

2 papers indexed here

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Preprint Sep 2026

Adjusting for Many Covariates in Randomized Clinical Trials with GLMs: Bias Reduction by Jackknife and Practical Guidance

A novel jackknife-based approach to covariate adjustment through generalized linear models (GLMs), which is term as JAckknife Score-based Adjustment (JASA), together with its calibrated version JASACal, which can adjust for a much greater number of covariates than existing benchmarks.

Si-Hui Zhao, Xin-Bo Wang, Yong-Yong Ren et al. · 0 citations

Open access Aug 2026

Deciphering microbial community dynamics using cross-sectional data-informed NeuralODE

An enhanced Neural Ordinary Differential Equations (NeuralODE) framework is presented that, for the first time, integrates cross-sectional data into the dynamic modeling of sparse and weakly informative temporal data and introduces a dynamic keystoneness metric to quantify species importance over time.

Feng Xue, Xiaoxiu Tan, Chenhong Zhang et al. · Microbiome · 0 citations