Guoyou Qin

19 papers Journal 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
A robust transfer learning approach for high-dimensional linear regression to support integration of multi-source gene expression data.
PLoS Comput. Biol.
Lulu Pan, Qian Gao, Kecheng Wei, Yongfu Yu, Guoyou Qin, Tong Wang
2025 J jnl
Debiased machine learning for ultra-high dimensional mediation analysis.
Bioinform.
Kecheng Wei, Yahang Liu, Chen Huang, Ruilang Lin, Yongfu Yu, Guoyou Qin
2025 J jnl
Deconfounded and debiased estimation for high-dimensional linear regression under hidden confounding with application to omics data.
Bioinform.
Zhaoyang Li, Yahang Liu, Kecheng Wei, Yongfu Yu, Guoyou Qin, Zhongyi Zhu
2025 J jnl
Transfer learning reveals the mediating mechanisms of cross-ethnic lipid metabolic pathways in the association between APOE gene and Alzheimer's disease.
Briefings Bioinform.
Lulu Pan, Yahang Liu, Chen Huang, Ruilang Lin, Yongfu Yu, Guoyou Qin
2024 J jnl
High-dimensional generalized median adaptive lasso with application to omics data.
Briefings Bioinform.
Yahang Liu, Qian Gao, Kecheng Wei, Chen Huang, Ce Wang, Yongfu Yu, Guoyou Qin, Tong Wang
2024 J jnl
Robust double machine learning model with application to omics data.
BMC Bioinform.
Xuqing Wang, Yahang Liu, Guoyou Qin, Yongfu Yu
2023 J jnl
A robust threshold t linear mixed model for subgroup identification using multivariate T distributions.
Comput. Stat.
Rui Zhang, Guoyou Qin, Dongsheng Tu
2022 J jnl
Doubly robust estimation in causal inference with missing outcomes: With an application to the Aerobics Center Longitudinal Study.
Comput. Stat. Data Anal.
Kecheng Wei, Guoyou Qin, Jiajia Zhang, Xuemei Sui
2022 J jnl
Empirical likelihood inference for longitudinal data with covariate measurement errors: An application to the LEAN study.
Comput. Stat. Data Anal.
Yuexia Zhang, Guoyou Qin, Zhongyi Zhu, Jiajia Zhang
2021 J jnl
Communication-efficient distributed
Comput. Stat. Data Anal.
Jianwei Shi, Guoyou Qin, Huichen Zhu, Zhongyi Zhu
2021 J jnl
Multiply robust subgroup identification for longitudinal data with dropouts via median regression.
J. Multivar. Anal.
Wenqi Lu, Guoyou Qin, Zhongyi Zhu, Dongsheng Tu
2019 J jnl
A novel robust approach for analysis of longitudinal data.
Comput. Stat. Data Anal.
Yuexia Zhang, Guoyou Qin, Zhongyi Zhu, Wanghong Xu
2018 J jnl
Analysis of longitudinal data with covariate measurement error and missing responses: An improved unbiased estimating equation.
Comput. Stat. Data Anal.
Huiming Lin, Guoyou Qin, Jiajia Zhang, Zhong Yi Zhu
2018 J jnl
Robust estimation in linear regression models for longitudinal data with covariate measurement errors and outliers.
J. Multivar. Anal.
Yuexia Zhang, Guoyou Qin, Zhongyi Zhu, Jiajia Zhang
2016 J jnl
Simultaneous mean and covariance estimation of partially linear models for longitudinal data with missing responses and covariate measurement error.
Comput. Stat. Data Anal.
Guoyou Qin, Jiajia Zhang, Zhong Yi Zhu
2012 J jnl
Robust empirical likelihood inference for generalized partial linear models with longitudinal data.
J. Multivar. Anal.
Guoyou Qin, Yang Bai, Zhong Yi Zhu
2012 J jnl
Variable selection in robust regression models for longitudinal data.
J. Multivar. Anal.
Yali Fan, Guoyou Qin, Zhong Yi Zhu
2011 J jnl
A semiparametric accelerated failure time partial linear model and its application to breast cancer.
Comput. Stat. Data Anal.
Yubo Zou, Jiajia Zhang, Guoyou Qin
2008 J jnl
Robust estimating equations and bias correction of correlation parameters for longitudinal data.
Comput. Stat. Data Anal.
Guoyou Qin, Zhong Yi Zhu, Wing K. Fung