← All authors Shujie Ma University of California, Riverside (from arXiv:2005.03226, 2020) · ORCID · OpenAlex
44 papers in scope · 43 published · 1 on the econ.EM arXiv · 1,329 citations · h-index 20 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Weisheng Zhang Liangjun Su Yiren Wang Yiren Wang Wang Oscar Hernán Madrid Padilla Junlong Feng Hossein Alidaee Martin Weidner Hyungsik Roger Moon Andreas Dzemski Kan Yao Ge Sun Mingli Chen Andrei Zeleneev Ryo Okui Peter C.B. Phillips Yichong Zhang Timothy B. Armstrong Eric Auerbach Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 44)
Health Care Provider Clustering Using Fusion Penalty in Quasi‐Likelihood
published 2024 · Biometrical Journal · 4 citations
with Lili Liu, Kevin He, Di Wang, Annie Qu, Yihui Luan, J. Philip Miller, Yizhe Song, Lei Liu
Optimal Conditional Quantile Prediction via Model Averaging of Partially Linear Additive Models
published 2024 · Statistica Sinica
with Jing Lv
Causal inference of general treatment effects using neural networks with a diverging number of confounders
published 2023 · Journal of Econometrics · 5 citations · first circulated 2020
Healthcare center clustering for Cox's proportional hazards model by fusion penalty
published 2023 · Statistics in Medicine · 7 citations
with Lili Liu, Kevin He, Di Wang, Annie Qu, Lu Lin, J. Philip Miller, Lei Liu
Sensitivity analysis for causal decomposition analysis: Assessing robustness toward omitted variable bias
published 2023 · Journal of Causal Inference · 11 citations · first circulated 2022
with Soojin Park, Suyeon Kang, Chioun Lee
Total neoadjuvant therapy versus standard therapy in locally advanced rectal cancer: A systematic review and meta-analysis of 15 trials
published 2022 · PLoS ONE · 45 citations
with Xiping Zhang, Yinyin Guo, Luo Yang, Laiyuan Li
A fusion learning method to subgroup analysis of Alzheimer's disease
published 2022 · Journal of Applied Statistics · 13 citations
with Mingming Liu, Jing Yang, Yushi Liu, Bochao Jia, Yunfei Chen, Luna Sun
Multivariate Functional Regression Via Nested Reduced-Rank Regularization
published 2021 · Journal of Computational and Graphical Statistics · 10 citations · first circulated 2020
with Xiaokang Liu, Kun Chen
Capturing heterogeneity in repeated measures data by fusion penalty
published 2021 · Statistics in Medicine · 11 citations
with Lili Liu, Mae O. Gordon, J. Philip Miller, Michael A. Kass, Lu Lin, Lei Liu
Estimation of Optimal Individualized Treatment Rules Using a Covariate-Specific Treatment Effect Curve With High-Dimensional Covariates
published 2020 · Journal of the American Statistical Association · 23 citations · first circulated 2018
Estimation and inference in semiparametric quantile factor models
published 2020 · Journal of Econometrics · 31 citations · first circulated 2017
Nonparametric estimation of marginal effects in regression-spline random effects models
published 2020 · Econometric Reviews · 5 citations · first circulated 2015
with Jeffrey S. Racine, Aman Ullah
Personalized treatment selection via the covariate-specific treatment effect curve for longitudinal data
published 2020 · Statistical Theory and Related Fields
with Yanghui Liu, Riquan Zhang, Xiuzhen Zhang
working paper 2020 · arXiv · 7 citations
Estimation and inference for non-crossing multiple-index quantile regression
published 2020 · Scientia Sinica Mathematica · 2 citations
Exploration of Heterogeneous Treatment Effects via Concave Fusion
published 2019 · The International Journal of Biostatistics · 63 citations · first circulated 2016
with Jian Huang, Zhiwei Zhang, Mingming Liu
A robust and efficient approach to causal inference based on sparse sufficient dimension reduction
published 2019 · The Annals of Statistics · 30 citations
with Liping Zhu, Zhiwei Zhang, Chih-Ling Tsai, Raymond J. Carroll
Estimating Mann–Whitney-Type Causal Effects for Right-Censored Survival Outcomes
published 2018 · Journal of Causal Inference · 9 citations
with Zhiwei Zhang, Chunling Liu, Min Zhang, Changyu Shen
Machine learning methods for leveraging baseline covariate information to improve the efficiency of clinical trials
published 2018 · Statistics in Medicine · 18 citations
with Zhiwei Zhang
Estimation of large dimensional factor models with an unknown number of breaks
published 2018 · Journal of Econometrics · 60 citations · first circulated 2016
Testing Alphas in Conditional Time-Varying Factor Models With High-Dimensional Assets
published 2018 · Journal of Business and Economic Statistics · 36 citations
Nonlinear interaction detection through model-based sufficient dimension reduction
published 2017 · Statistica Sinica · 3 citations
with Guo-Liang Fan, Liping Zhu
A Quantitative Concordance Measure for Comparing and Combining Treatment Selection Markers
published 2017 · The International Journal of Biostatistics · 1 citations
with Zhiwei Zhang, Lei Nie, Guoxing Soon
Dimensionality Reduction and Variable Selection in Multivariate Varying-Coefficient Models With a Large Number of Covariates
published 2017 · Journal of the American Statistical Association · 16 citations
with Kejun He, Heng Lian, Jianhua Z. Huang
SiAM: A hybrid of single index models and additive models
published 2017 · Electronic Journal of Statistics · 3 citations
with Heng Lian, Hua Liang, Raymond J. Carroll
Robust reduced-rank modeling via rank regression
published 2016 · Journal of Statistical Planning and Inference · 16 citations
with Weihua Zhao, Heng Lian
A Semiparametric Single-Index Risk Score Across Populations
published 2016 · Journal of the American Statistical Association · 7 citations
with Yanyuan Ma, Yanqing Wang, Eli S. Kravitz, Raymond J. Carroll
Inference for single-index quantile regression models with profile optimization
published 2016 · The Annals of Statistics · 61 citations
with Xuming He
Variable Screening via Quantile Partial Correlation
published 2016 · Journal of the American Statistical Association · 85 citations
A Concave Pairwise Fusion Approach to Subgroup Analysis
published 2016 · Journal of the American Statistical Association · 239 citations · first circulated 2015
with Jian Huang
Identification of significant B cell associations with undetected observations using a Tobit model
published 2015 · Statistics and Its Interface · 7 citations
with Tian Chen, James J. Kobie, Alexander F. Rosenberg, Igñacio Sanz, Hua Liang
A live attenuated vaccine prevents replication and transmission of H7N9 virus in mammals
published 2015 · Scientific Reports · 26 citations
with Huihui Kong, Qianyi Zhang, Chunyang Gu, Jianzhong Shi, Guohua Deng, Jinxiong Liu, Pucheng Chen, Yuntao Guan, Yongping Jiang, Hualan Chen
Parameter estimation for a generalized semiparametric model with repeated measurements
published 2015 · Annals of the Institute of Statistical Mathematics · 2 citations
with Zijian Huang, Chih-Ling Tsai
Estimation and inference in functional single-index models
published 2014 · Annals of the Institute of Statistical Mathematics · 49 citations
Semiparametric nonlinear regression for detecting gene and environment interactions
published 2014 · Journal of Statistical Planning and Inference · 15 citations
with Shizhong Xu
Spline Regression in the Presence of Categorical Predictors
published 2014 · Journal of Applied Econometrics · 63 citations · first circulated 2012
with Jeffrey S. Racine, Lijian Yang
A plug-in the number of knots selector for polynomial spline regression
published 2014 · Journal of nonparametric statistics · 12 citations
Partially linear single index models for repeated measurements
published 2014 · Journal of Multivariate Analysis · 27 citations
with Hua Liang, Chih-Ling Tsai
Varying Index Coefficient Models
published 2014 · Journal of the American Statistical Association · 76 citations
with Peter X.-K. Song
Integrated conditional moment test for partially linear single index models incorporating dimension-reduction
published 2014 · Electronic Journal of Statistics · 22 citations
with Jun Zhang, Zihua Sun, Hua Liang
Additive regression splines with irrelevant categorial and continuous regressors
published 2012 · Statistica Sinica · 35 citations
with Jeffrey S. Racine
A simultaneous confidence band for sparse longitudinal regression
published 2011 · Statistica Sinica · 89 citations
with Lijian Yang, Raymond J. Carroll
Spline-backfitted kernel smoothing of partially linear additive model
published 2010 · Journal of Statistical Planning and Inference · 64 citations
with Lijian Yang
A jump-detecting procedure based on spline estimation
published 2010 · Journal of nonparametric statistics · 21 citations
with Lijian Yang
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