6 citations · 9 across the 6 of their papers we have counts for
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stat.ME2021★ 1 cited
Empirical likelihood inference for longitudinal data with covariate measurement errors: An application to the LEAN study
Yuexia Zhang, Guoyou Qin, Zhongyi Zhu +1
Measurement errors usually arise during the longitudinal data collection process. Ignoring the effects of measurement errors will lead to invalid estimates. The Lifestyle Education…
stat.AP2021
Inverse Probability Weighting-based Mediation Analysis for Microbiome Data
Yuexia Zhang, Jian Wang, Jiayi Shen +4
Motivation: Mediation analysis is an important tool for elucidating causal mechanisms in biomedical research and has recently gained increasing attention in microbiome studies. Mot…
stat.ME2021
Weak signal identification and inference in penalized likelihood models for categorical responses
Yuexia Zhang, Peibei Shi, Zhongyi Zhu +2
Penalized likelihood models are widely used to simultaneously select variables and estimate model parameters. However, the existence of weak signals can lead to inaccurate variable…