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

Adjusting for baseline covariates has become standard practice in analyzing randomized clinical trials. In the low-dimensional setting, it is well understood that covariate adjustment through a parametric working model can sometimes be more efficient than the unadjusted difference-in-mean estimator. However, when the n...

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

Open access Aug 2026

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

Understanding the ecological mechanisms of host-associated microbial ecosystems typically relies on either cross-sectional or time-series data. Cross-sectional analyses are limited in their ability to assess intervention effects, whereas time-series models require dense and informative sampling that is often impractica...

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