Zhongyi Zhu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 14

Top Topics

High Dimensions

Linear Regression Models

Measurement Errors

Robust Estimators

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

J. Syst. Sci. Complex.

Publications

Wenqi Lu, Zhongyi Zhu, Rui Li, Heng Lian
Statistical performance of quantile tensor regression with convex regularization. J. Multivar. Anal. 200 (2024)
Ruqian Zhang, Yijiao Zhang, Annie Qu, Zhongyi Zhu, Juan Shen
CONCERT: Covariate-Elaborated Robust Local Information Transfer with Conditional Spike-and-Slab Prior. CoRR (2024)
Fangzheng Lin, Yanlin Tang, Huichen Zhu, Zhongyi Zhu
Spatially clustered varying coefficient model. J. Multivar. Anal. 192 (2022)
Yuexia Zhang, Guoyou Qin, Zhongyi Zhu, Jiajia Zhang
Empirical likelihood inference for longitudinal data with covariate measurement errors: An application to the LEAN study. Comput. Stat. Data Anal. 175 (2022)
Wenqi Lu, Guoyou Qin, Zhongyi Zhu, Dongsheng Tu
Multiply robust subgroup identification for longitudinal data with dropouts via median regression. J. Multivar. Anal. 181 (2021)
Jianwei Shi, Guoyou Qin, Huichen Zhu, Zhongyi Zhu
-estimation with missing data. Comput. Stat. Data Anal. 161 (2021)
Ting Li, Xinyuan Song, Yingying Zhang, Hongtu Zhu, Zhongyi Zhu
Clusterwise functional linear regression models. Comput. Stat. Data Anal. 158 (2021)
Ping Yu, Zhongyi Zhu, Jianhong Shi, Xikai Ai
Robust Estimation for Partial Functional Linear Regression Model Based on Modal Regression. J. Syst. Sci. Complex. 33 (2) (2020)
Fangzheng Lin, Yanlin Tang, Zhongyi Zhu
Weighted quantile regression in varying-coefficient model with longitudinal data. Comput. Stat. Data Anal. 145 (2020)
Yuexia Zhang, Guoyou Qin, Zhongyi Zhu, Wanghong Xu
A novel robust approach for analysis of longitudinal data. Comput. Stat. Data Anal. 138 (2019)
Haiqiang Ma, Ting Li, Hongtu Zhu, Zhongyi Zhu
Quantile regression for functional partially linear model in ultra-high dimensions. Comput. Stat. Data Anal. 129 (2019)
Ping Yu, Zhongyi Zhu, Zhongzhan Zhang
Robust exponential squared loss-based estimation in semi-functional linear regression models. Comput. Stat. 34 (2) (2019)
Yuexia Zhang, Guoyou Qin, Zhongyi Zhu, Jiajia Zhang
Robust estimation in linear regression models for longitudinal data with covariate measurement errors and outliers. J. Multivar. Anal. 168 (2018)
Haiqiang Ma, Zhongyi Zhu
Continuously dynamic additive models for functional data. J. Multivar. Anal. 150 (2016)
Yanlin Tang, Xinyuan Song, Huixia Judy Wang, Zhongyi Zhu
Variable selection in high-dimensional quantile varying coefficient models. J. Multivar. Anal. 122 (2013)
Yanlin Tang, Huixia Judy Wang, Zhongyi Zhu
Variable selection in quantile varying coefficient models with longitudinal data. Comput. Stat. Data Anal. 57 (1) (2013)
Jiarui Feng, Zhongyi Zhu
Semiparametric analysis of longitudinal zero-inflated count data. J. Multivar. Anal. 102 (1) (2011)