Zhongyi Zhu

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All published works

Action	Title	Year	Authors
+ PDF Chat	Transfer Learning for High-dimensional Quantile Regression with Distribution Shift	2024	Ran Bai Yijiao Zhang Hanbo Yang Zhongyi Zhu
+	Bayesian Grouping-Gibbs Sampling Estimation of High-dimensional Linear Model with Non-sparsity	2024	Shanshan Qin Guanlin Zhang Yuehua Wu Zhongyi Zhu
+	Population-level information for improving quantile regression efficiency	2024	Yang Lv Guoyou Qin Zhongyi Zhu
+ PDF Chat	Individualized Dynamic Mediation Analysis Using Latent Factor Models	2024	Yijiao Zhang Yubai Yuan Yuexia Zhang Zhongyi Zhu Annie Qu
+ PDF Chat	Distributed Iterative Hard Thresholding for Variable Selection in Tobit Models	2024	Changxin Yang Zhongyi Zhu Heng Lian
+ PDF Chat	CONCERT: Covariate-Elaborated Robust Local Information Transfer with Conditional Spike-and-Slab Prior	2024	Ruqian Zhang Yijiao Zhang Annie Qu Zhongyi Zhu Juan Shen
+	Sparse multiple kernel learning: Minimax rates with random projection	2023	Wenqi Lu Zhongyi Zhu Rui Li Heng Lian
+	Statistical performance of quantile tensor regression with convex regularization	2023	Wenqi Lu Zhongyi Zhu Rui Li Heng Lian
+	A Data Fusion Method for Quantile Treatment Effects	2023	Yijiao Zhang Zhongyi Zhu
+	Transfer Learning for High-Dimensional Quantile Regression via Convolution Smoothing	2023	Yijiao Zhang Zhongyi Zhu
+	Subgroup analysis for longitudinal data based on a partial linear varying coefficient model with a change plane	2023	Kecheng Wei Guoyou Qin Zhongyi Zhu
+	On the MLE of the Waring distribution	2023	Yanlin Tang Jinglong Wang Zhongyi Zhu
+	A Data Fusion Method for Quantile Treatment Effects	2023	Yijiao Zhang Zhongyi Zhu
+ PDF Chat	Homogeneity and Sparsity Analysis for High-Dimensional Panel Data Models	2022	Wu Wang Zhongyi Zhu
+ PDF Chat	Empirical likelihood inference for longitudinal data with covariate measurement errors: An application to the LEAN study	2022	Yuexia Zhang Guoyou Qin Zhongyi Zhu Jiajia Zhang
+ PDF Chat	Spatially clustered varying coefficient model	2022	Fangzheng Lin Yanlin Tang Huichen Zhu Zhongyi Zhu
+	Multiply robust subgroup analysis based on a single‐index threshold linear marginal model for longitudinal data with dropouts	2022	Kecheng Wei Huichen Zhu Guoyou Qin Zhongyi Zhu Dongsheng Tu
+	Transfer Learning for High-dimensional Quantile Regression via Convolution Smoothing	2022	Yijiao Zhang Zhongyi Zhu
+	Weak Signal Identification and Inference in Penalized Likelihood Models for Categorical Responses	2021	Yuexia Zhang Peibei Shi Zhongyi Zhu Linbo Wang Annie Qu
+	Group structure detection for a high‐dimensional panel data model	2021	Wu Wang Zhongyi Zhu
+	The study of active geomagnetic shielding coils system for JUNO	2021	G. Zhang Julanan Songwadhana H. Q. Lu Yehao Yan N. Morozov Feipeng Ning P. Zhang Chengfeng Yang Khanchai Khosonthongkee A. Limphirat
+ PDF Chat	Single-index Thresholding in Quantile Regression	2021	Yingying Zhang Huixia Wang Zhongyi Zhu
+	Communication-efficient distributed M-estimation with missing data	2021	Jianwei Shi Guoyou Qin Huichen Zhu Zhongyi Zhu
+	Partially Linear Additive Functional Regression	2021	Xiaohui Liu Wenqi Lü Heng Lian Yuzi Liu Zhongyi Zhu
+	Clusterwise functional linear regression models	2021	Ting Li Xinyuan Song Yingying Zhang Hongtu Zhu Zhongyi Zhu
+	Weak signal identification and inference in penalized likelihood models for categorical responses	2021	Yuexia Zhang Peibei Shi Zhongyi Zhu Linbo Wang Annie Qu
+	Robust estimation of models for longitudinal data with dropouts and outliers	2020	Yuexia Zhang Guoyou Qin Zhongyi Zhu Bo Fu
+	Regression Analysis of Asynchronous Longitudinal Functional and Scalar Data	2020	Ting Li Tengfei Li Zhongyi Zhu Hongtu Zhu
+	Multiply robust subgroup identification for longitudinal data with dropouts via median regression	2020	Wenqi Lu Guoyou Qin Zhongyi Zhu Dongsheng Tu
+	High-dimensional quantile tensor regression	2020	Wenqi Lü Zhongyi Zhu Heng Lian
+	Optimal prediction of quantile functional linear regression in reproducing kernel Hilbert spaces	2020	Rui Li Wenqi Lu Zhongyi Zhu Heng Lian
+ PDF Chat	Statistical inference for multiple change‐point models	2020	Wu Wang Xuming He Zhongyi Zhu
+	Robust Estimation for Partial Functional Linear Regression Model Based on Modal Regression	2020	Ping Yu Zhongyi Zhu Jianhong Shi Xikai Ai
+	Weighted quantile regression in varying-coefficient model with longitudinal data	2020	Fangzheng Lin Yanlin Tang Zhongyi Zhu
+	Spatially Clustered Varying Coefficient Model	2020	Fangzheng Lin Yan-Lin Tang Huichen Zhu Zhongyi Zhu
+	FUNCTIONAL ADDITIVE QUANTILE REGRESSION	2019	Yingying Zhang Heng Lian Guodong Li Zhongyi Zhu
+	Quantile regression and empirical likelihood for the analysis of longitudinal data with monotone missing responses due to dropout, with applications to quality of life measurements from clinical trials	2019	Yang Lv Guoyou Qin Zhongyi Zhu Dongsheng Tu
+	A novel robust approach for analysis of longitudinal data	2019	Yuexia Zhang Guoyou Qin Zhongyi Zhu Wanghong Xu
+ PDF Chat	Quantile-regression-based clustering for panel data	2019	Yingying Zhang Huixia Wang Zhongyi Zhu
+	Composite quantile estimation in partial functional linear regression model with dependent errors	2019	Ping Yu Ting Li Zhongyi Zhu Zhongzhan Zhang
+	Nonparametric Cluster Analysis on Multiple Outcomes of Longitudinal Data	2018	Yang Lv Xiaolu Zhu Zhongyi Zhu Annie Qu
+	Inference for Generalized partial functional linear regression	2018	Ting Li Zhongyi Zhu
+	Robust estimation in linear regression models for longitudinal data with covariate measurement errors and outliers	2018	Yuexia Zhang Guoyou Qin Zhongyi Zhu Jiajia Zhang
+	Quantile regression for functional partially linear model in ultra-high dimensions	2018	Haiqiang Ma Ting Li Hongtu Zhu Zhongyi Zhu
+	Robust exponential squared loss-based estimation in semi-functional linear regression models	2018	Ping Yu Zhongyi Zhu Zhongzhan Zhang
+	ROBUST SUBGROUP IDENTIFICATION	2018	Yingying Zhang Huixia Judy Wang Zhongyi Zhu
+	Analysis of longitudinal data with covariate measurement error and missing responses: An improved unbiased estimating equation	2018	Huiming Lin Guoyou Qin Jiajia Zhang Zhongyi Zhu
+	Variable selection in censored quantile regression with high dimensional data	2017	Yali Fan Yanlin Tang Zhongyi Zhu
+	Doubly robust estimation of generalized partial linear models for longitudinal data with dropouts	2017	Huiming Lin Bo Fu Guoyou Qin Zhongyi Zhu
+	Variable selection for the partial linear single-index model	2017	Wu Wang Zhongyi Zhu
+	Dynamic single-index model for functional data	2016	Haiqiang Ma Yang Bai Zhongyi Zhu
+	Robust estimation of partially linear models for longitudinal data with dropouts and measurement error	2016	Guoyou Qin Jiajia Zhang Zhongyi Zhu Wing K. Fung
+	Conditional empirical likelihood for quantile regression models	2016	Wu Wang Zhongyi Zhu
+	Continuously dynamic additive models for functional data	2016	Haiqiang Ma Zhongyi Zhu
+	Quantile regression in longitudinal studies with dropouts and measurement errors	2016	Guoyou Qin Jiajia Zhang Zhongyi Zhu
+	M-ESTIMATORS IN A PARTIAL LINEAR SINGLE-INDEX MODEL	2016	Qingming Zou Zhongyi Zhu
+	Simultaneous mean and covariance estimation of partially linear models for longitudinal data with missing responses and covariate measurement error	2015	Guoyou Qin Jiajia Zhang Zhongyi Zhu
+	Testing for change points in partially linear models	2015	Liwen Zhang Zhongyi Zhu
+	Composite change point estimation for bent line quantile regression	2015	Liwen Zhang Huixia Wang Zhongyi Zhu
+	Joint mean–covariance model in generalized partially linear varying coefficient models for longitudinal data	2015	Guoyou Qin Jie Mao Zhongyi Zhu
+	Threshold effect test in censored quantile regression	2015	Yanlin Tang Xinyuan Song Zhongyi Zhu
+	Robust estimation of generalized partially linear model for longitudinal data with dropouts	2015	Guoyou Qin Zhongyi Zhu Wing K. Fung
+ PDF Chat	Robust estimation of mean and covariance for longitudinal data with dropouts	2015	Guoyou Qin Zhongyi Zhu
+	Variable selection via composite quantile regression with dependent errors	2014	Yanlin Tang Xinyuan Song Zhongyi Zhu
+	Testing for change points due to a covariate threshold in quantile regression	2014	Liwen Zhang Huixia Wang Zhongyi Zhu
+	Risk Factor Selection in Rate Making: EM Adaptive LASSO for Zero‐Inflated Poisson Regression Models	2014	Yanlin Tang Liya Xiang Zhongyi Zhu
+	Variable selection in high-dimensional quantile varying coefficient models	2013	Yanlin Tang Xinyuan Song Huixia Wang Zhongyi Zhu
+	M-estimators for single-index model using B-spline	2013	Qingming Zou Zhongyi Zhu
+ PDF Chat	Variable selection in robust joint mean and covariance model for longitudinal data analysis	2013	Xueying Zheng Wing K. Fung Zhongyi Zhu
+	Robust estimation in joint mean–covariance regression model for longitudinal data	2012	Xueying Zheng Wing K. Fung Zhongyi Zhu
+	Variable selection in quantile varying coefficient models with longitudinal data	2012	Yanlin Tang Huixia Wang Zhongyi Zhu
+ PDF Chat	Corrected-loss estimation for quantile regression with covariate measurement errors	2012	Huixia Wang Lukas Stefanski Zhongyi Zhu
+	Variable selection in robust regression models for longitudinal data	2012	Yali Fan Guoyou Qin Zhongyi Zhu
+	Robust estimation of the generalised partial linear model with missing covariates	2012	Guoyou Qin Zhongyi Zhu Wing K. Fung
+	An informative subset-based estimator for censored quantile regression	2011	Yanlin Tang Huixia Wang Xuming He Zhongyi Zhu
+	Robust empirical likelihood inference for generalized partial linear models with longitudinal data	2011	Guoyou Qin Yang Bai Zhongyi Zhu
+ PDF Chat	Testing the Correlation and Heterogeneity for Hierarchical Nonlinear Mixed-Effects Models	2011	Qingming Zou Zhongyi Zhu
+	A unified variable selection approach for varying coefficient models	2011	Yanlin Tang Huixia Judy Wang Zhongyi Zhu Xinyuan Song
+	Joint Mean-Covariance Models with Applications to Longitudinal Data in Partially Linear Model	2011	Jie Mao Zhongyi Zhu
+	Empirical Likelihood Inference for Longitudinal Data with Missing Response Variables and Error-Prone Covariates	2011	Tao Zhang Zhongyi Zhu
+	Joint semiparametric mean-covariance model in longitudinal study	2011	Jie Mao Zhongyi Zhu
+	Empirical likelihood for quantile regression models with longitudinal data	2010	Huixia Wang Zhongyi Zhu
+	Joint estimation of mean-covariance model for longitudinal data with basis function approximations	2010	Jie Mao Zhongyi Zhu Wing K. Fung
+	Semiparametric analysis of longitudinal zero-inflated count data	2010	Jiarui Feng Zhongyi Zhu
+	Weighted empirical likelihood for generalized linear models with longitudinal data	2010	Yang Bai Wing K. Fung Zhongyi Zhu
+ PDF Chat	Quantile regression in partially linear varying coefficient models	2009	Huixia Wang Zhongyi Zhu Jianhui Zhou
+	Local asymptotic behavior of regression splines for marginal semiparametric models with longitudinal data	2009	Guoyou Qin Zhongyi Zhu
+	Robust empirical likelihood inference for longitudinal data	2009	Guoyou Qin Yang Bai Zhongyi Zhu
+	On the asymptotics of marginal regression splines with longitudinal data	2008	Zhongyi Zhu Wing K. Fung Xuming He
+	Robust estimation of covariance parameters in partial linear model for longitudinal data	2008	Guoyou Qin Zhongyi Zhu Wing K. Fung
+	Robust Estimation in Partial Linear Mixed Model for Longitudinal Data	2008	Guoyou Qin Zhongyi Zhu
+	Partial Linear Models for Longitudinal Data Based on Quadratic Inference Functions	2007	Yang Bai Zhongyi Zhu Wing K. Fung
+	Local influence analysis for penalized Gaussian likelihood estimation in partially linear single-index models	2007	Qingming Zou Zhongyi Zhu Jinglong Wang
+	Robust testing with generalized partial linear models for longitudinal data	2007	Jianhui Zhou Zhongyi Zhu Wing K. Fung
+	Robust estimation in generalized semiparametric mixed models for longitudinal data	2007	Guoyou Qin Zhongyi Zhu
+	Asymptotic Property of Testing for Heteroscedasticity in Single Index Models	2007	Zhongyi Zhu
+	The Numerical Character of Maximum Likelihood Estimation of Multivariate t-model with Rao's Simple Structure	2007	Zhongyi Zhu
+	Local Influence for Semiparametric Generalized Linear Model(Chinese)	2005	Zeng Linrui Zhongyi Zhu
+	Robust Estimation in Generalized Partial Linear Models for Clustered Data	2005	Xuming He Wing K. Fung Zhongyi Zhu
+	Variance component testing in semiparametric mixed models	2004	Zhongyi Zhu Wing K. Fung
+	Local Influence Analysis for Penalized Gaussian Likelihood Estimators in Partially Linear Models	2003	Zhongyi Zhu Xuming He Wing–Kam Fung
+	Sensitivity Analysis in Semiparametric Regression Models	2002	Wing‐Kam Fung Zhongyi Zhu Bo‐Cheng Wei
+	ON CONFIDENCE REGIONS OF SEMIPARAMETRIC NONLINEAR REGRESSION MODELS (A GEOMETRIC APPROACH)	2000	Zhongyi Zhu Niansheng Tang Bo‐Cheng Wei
+	Asymptotic efficient estimation in semiparametric nonlinear regression models	1999	Zhongyi Zhu Bo‐Cheng Wei

Common Coauthors

Coauthor	Papers Together
Guoyou Qin	26
Wing K. Fung	13
Huixia Judy Wang	12
Yanlin Tang	11
Heng Lian	7
Yijiao Zhang	7
Wenqi Lü	6
Jiajia Zhang	6
Yuexia Zhang	6
Yang Bai	5
Annie Qu	5
Huichen Zhu	4
Yingying Zhang	4
Jie Mao	4
Xuming He	4
Qingming Zou	4
Xinyuan Song	3
Bo‐Cheng Wei	3
Fangzheng Lin	3
Dongsheng Tu	3
Haiqiang Ma	3
Hongtu Zhu	3
Ting Li	2
Xueying Zheng	2
Yali Fan	2
Peibei Shi	2
Zhongzhan Zhang	2
Wu Wang	2
Ping Yu	2
Liwen Zhang	2
Rui Li	2
Xinyuan Song	2
Jianhui Zhou	2
Bo Fu	2
Kecheng Wei	2
Linbo Wang	2
Jinglong Wang	2
Wing‐Kam Fung	2
Huiming Lin	2
Wanghong Xu	1
Yang Lv	1
Xiaolu Zhu	1
Jiarui Feng	1
Ran Bai	1
Yubai Yuan	1
Xuming He	1
Yuexia Zhang	1
Shanshan Qin	1
Yang Lv	1
Tao Zhang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Robust Estimation in Generalized Partial Linear Models for Clustered Data	2005	Xuming He Wing K. Fung Zhongyi Zhu	27
+	Longitudinal data analysis using generalized linear models	1986	Kung‐Yee Liang Scott L. Zeger	24
+	Estimation in a semiparametric model for longitudinal data with unspecified dependence structure	2002	Xuming He	20
+	Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties	2001	Jianqing Fan Runze Li	17
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	13
+	Robust Analysis of Generalized Linear Mixed Models	2004	Sanjoy K. Sinha	13
+	Semiparametric Stochastic Mixed Models for Longitudinal Data	1998	Daowen Zhang Xihong Lin Jonathan Raz MaryFran Sowers	12
+ PDF Chat	The Adaptive Lasso and Its Oracle Properties	2006	Hui Zou	12
+ PDF Chat	A Concave Pairwise Fusion Approach to Subgroup Analysis	2016	Shujie Ma Jian Huang	10
+	Semiparametric Regression for Clustered Data Using Generalized Estimating Equations	2001	Xihong Lin Raymond J. Carroll	10
+ PDF Chat	Empirical Likelihood and General Estimating Equations	1994	Qin Jin Jerry Lawless	10
+	Semiparametric Models for Longitudinal Data with Application to CD4 Cell Numbers in HIV Seroconverters	1994	Scott L. Zeger Peter J. Diggle	9
+	Kernel Smoothing in Partial Linear Models	1988	Paul L. Speckman	9
+	Convergence rates for partially splined models	1986	John Rice	9
+ PDF Chat	Quantile regression in partially linear varying coefficient models	2009	Huixia Wang Zhongyi Zhu Jianhui Zhou	9
+	Improving generalised estimating equations using quadratic inference functions	2000	Annie Qu	8
+	Unmasking Multivariate Outliers and Leverage Points	1990	Peter J. Rousseeuw Bert C. van Zomeren	8
+	Spline Smoothing in a Partly Linear Model	1986	Nancy Heckman	8
+	Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data	1995	James M. Robins Andrea Rotnitzky Lue Ping Zhao	8
+ PDF Chat	Robust Inference for Generalized Linear Models	2001	Eva Cantoni Elvezio Ronchetti	8
+ PDF Chat	Quantile Regression for Analyzing Heterogeneity in Ultra-High Dimension	2012	Lan Wang Yichao Wu Runze Li	8
+	Robust Regression for Clustered Data with Application to Binary Responses	1999	John S. Preisser Bahjat F. Qaqish	8
+ PDF Chat	Analysis of Longitudinal Data With Semiparametric Estimation of Covariance Function	2007	Jianqing Fan Tao Huang Runze Li	8
+	Generalized Partially Linear Single-Index Models	1997	Raymond J. Carroll Jianqing Fan Irène Gijbels M. P. Wand	7
+ PDF Chat	One-step sparse estimates in nonconcave penalized likelihood models	2008	Hui Zou Runze Li	7
+ PDF Chat	Partially functional linear regression in high dimensions	2016	Dehan Kong Kaijie Xue Fang Yao Hao Helen Zhang	7
+	Joint mean-covariance models with applications to longitudinal data: unconstrained parameterisation	1999	M. Pourahmadi	7
+ PDF Chat	Additive Regression and Other Nonparametric Models	1985	Charles J. Stone	7
+	Marginal Longitudinal Nonparametric Regression	2002	A. H. Welsh Xihong Lin Raymond J. Carroll	7
+	Median Regression Models for Longitudinal Data with Dropouts	2008	Grace Y. Yi Wenqing He	7
+	Quantile Regression	2005	Roger Koenker	7
+	Quasi-Likelihood Estimation in Semiparametric Models	1994	Thomas A. Severini Joan G. Staniswalis	6
+	Bivariate Tensor-Product B-Splines in a Partly Linear Model	1996	Xuming He Peide Shi	6
+	Statistical Analysis With Missing Data	1989	Maureen Lahiff Roderick J. A. Little Donald B. Rubin	6
+ PDF Chat	ℓ1-penalized quantile regression in high-dimensional sparse models	2010	Alexandre Belloni Victor Chernozhukov	6
+ PDF Chat	Functional linear regression analysis for longitudinal data	2005	Fang Yao Hans‐Georg Müller Jane-Ling Wang	6
+	Inference for Subgroup Analysis With a Structured Logistic-Normal Mixture Model	2014	Juan Shen Xuming He	6
+	Varying-Coefficient Models	1993	Trevor Hastie Robert Tibshirani	6
+	Robust estimation in generalized semiparametric mixed models for longitudinal data	2007	Guoyou Qin Zhongyi Zhu	6
+ PDF Chat	Prediction in functional linear regression	2006	Tommaso Cai Peter Hall	6
+	Analysis of Longitudinal Data	2001	Peter J. Diggle Patrick J. Heagerty Kung‐Yee Liang Scott L. Zeger	6
+ PDF Chat	Robust Estimation in Generalized Linear Mixed Models	2002	Kelvin K.W. Yau Anthony Y. C. Kuk	6
+	A robust approach to longitudinal data analysis	2004	Eva Cantoni	6
+ PDF Chat	Quadratic Inference Functions for Varying‐Coefficient Models with Longitudinal Data	2005	Annie Qu Runze Li	6
+ PDF Chat	Semiparametric Estimation of Covariance Matrixes for Longitudinal Data	2008	Jianqing Fan Yichao Wu	6
+	Convergence rate of b-spline estimators of nonparametric conditional quantile functions<sup>∗</sup>	1994	Xuming He Peide Shi	6
+	On the asymptotics of marginal regression splines with longitudinal data	2008	Zhongyi Zhu Wing K. Fung Xuming He	6
+	Influence Diagnostics and Outlier Tests for Semiparametric Mixed Models	2002	Wing–Kam Fung Zhongyi Zhu Bo-Cheng Wei Xuming He	6
+	Robust estimation of covariance parameters in partial linear model for longitudinal data	2008	Guoyou Qin Zhongyi Zhu Wing K. Fung	5
+	Highly Efficient Aggregate Unbiased Estimating Functions Approach for Correlated Data With Missing at Random	2010	Annie Qu Bruce G. Lindsay Lu Lin	5