← All authors Yong Chen University of Pennsylvania (from arXiv:2003.11181, 2020) · ORCID · OpenAlex
94 papers in scope · 93 published · 1 on the econ.EM arXiv · 1,521 citations · h-index 24 (over the papers listed here)
Papers (1 of 94)
MOSAiC: Multi-site One-Shot Aggregation of Compressed Risk Functions
published 2026 · Journal of the American Statistical Association
with Yiwen Lu, Jing-Mei Qiu, Huiyuan Wang, Yudong Wang
The epidemic and socioeconomic factors shock: a long-term dynamic analysis of equity in infectious disease healthcare in China
published 2026 · International Journal for Equity in Health
with Lisha Hou, Cheng Zhang, Changjun Wang, Yong Wang, Jinpeng Guo, Ju Huang
The hazards of using hazard ratios from proportional hazard models in indirect treatment comparisons
published 2025 · Research Synthesis Methods · 2 citations
with Ziren Jiang, Jialing Liu, Weili He, Joseph C. Cappelleri, Satrajit Roychoudhury, Haitao Chu
Assessing Covariate Balance With Small Sample Sizes
published 2025 · Statistics in Medicine · 6 citations
with George Hripcsak, Linying Zhang, Kelly Li, Marc A. Suchard, Patrick Ryan, Martijn J. Schuemie
Negative control-calibrated difference-in-difference analyses: addressing unmeasured confounding in RWD with application to racial/ethnic differences
published 2025 · npj Digital Medicine · 3 citations
with Dazheng Zhang, Bingyu Zhang, Huiyuan Wang, Yiwen Lu, Charles J. Wolock, Wenjie Hu, Linbo Wang, George Hripcsak
Federated target trial emulation using distributed observational data for treatment effect estimation
published 2025 · npj Digital Medicine · 11 citations
with Haoyang Li, Chengxi Zang, Zhenxing Xu, Weishen Pan, Suraj Rajendran, Fei Wang
Evaluating the Bias, type I error and statistical power of the prior Knowledge-Guided integrated likelihood estimation (PIE) for bias reduction in EHR based association studies
published 2025 · Journal of Biomedical Informatics
with Naimin Jing, Yiwen Lu, Jiayi Tong, James Weaver, Patrick Ryan, Hua Xu
Semiparametric sieve estimation for survival data with two-layer censoring
published 2025 · Biometrika · 1 citations
Advancing Interpretable Regression Analysis for Binary Data: A Novel Distributed Algorithm Approach
published 2024 · Statistics in Medicine · 2 citations
with Jiayi Tong, Lu Li, Jenna Reps, Vitaly Lorman, Naimin Jing, Mackenzie Edmondson, Xiwei Lou, Ravi Jhaveri, Kelly J. Kelleher, Nathan M. Pajor, Christopher B. Forrest, Jiang Bian, …
Communication‐Efficient Distributed Estimation of Causal Effects With High‐Dimensional Data
published 2024 · Stat · 1 citations
Heterogeneous latent transfer learning in Gaussian graphical models
published 2024 · Biometrics · 4 citations
with Qiong Wu, Chi Wang
Digital Approach In Case of FPGA Realization of Quartic Neuron Model (QNM) Using Cost-Effective Mathematical Modifications
published 2024 · IEEE Transactions on Circuits and Systems I Regular Papers · 12 citations
with Xidong Wu, Huajun Ba, Xinjun Miao, Mohammad Sh. Daoud, Xiaotian Pan, Abdulilah Mohammad Mayet, Guodao Zhang, Jun Sun
A comprehensive review and shiny application on the matching‐adjusted indirect comparison
published 2024 · Research Synthesis Methods · 11 citations
with Ziren Jiang, Joseph C. Cappelleri, Margaret Gamalo, Neal Thomas, Haitao Chu
Improving teaching-learning-based optimization algorithm with golden-sine and multi-population for global optimization
published 2024 · Mathematics and Computers in Simulation · 17 citations
with Aosheng Xing, Jinyi Suo, Jie Zhang
High-throughput target trial emulation for Alzheimer’s disease drug repurposing with real-world data
published 2023 · Nature Communications · 60 citations
with Chengxi Zang, Hao Zhang, Jie Xu, Hansi Zhang, Sajjad Fouladvand, Shreyas Havaldar, Feixiong Cheng, Kun Chen, Benjamin S. Glicksberg, Jin Chen, Jiang Bian, Fei Wang, …
Spectrum of severity of multisystem inflammatory syndrome in children: an EHR-based cohort study from the RECOVER program
published 2023 · Scientific Reports · 12 citations
with Suchitra Rao, Naimin Jing, Xiaokang Liu, Vitaly Lorman, Mitchell Maltenfort, Julia Schuchard, Qiong Wu, Jiayi Tong, Hanieh Razzaghi, Asunción Mejías, Grace M. Lee, Nathan M. Pajor, …
A review and comparison of arm‐based versus contrast‐based network meta‐analysis for binary outcomes—Understanding their differences and limitations
published 2023 · Wiley Interdisciplinary Reviews Computational Statistics · 7 citations
with Haitao Chu, Lifeng Lin, Zheng Wang, Zilin Wang, Joseph C. Cappelleri
Double-Negative Results Matter: A Reevaluation of Sensitivities for Detecting SARS-CoV-2 Infection Using Saliva Versus Nasopharyngeal Swabs
published 2023 · American Journal of Epidemiology · 1 citations
with Zheng Wang, Yulun Liu, Lianne Siegel, Joseph C. Cappelleri, Haitao Chu
Building a dose toxo-equivalence model from a Bayesian meta-analysis of published clinical trials
published 2023 · The Annals of Applied Statistics · 1 citations
with Elizabeth A. Sigworth, Samuel M. Rubinstein, Jeremy L. Warner, Qingxia Chen
Likelihood-based inference under nonconvex boundary constraints
published 2023 · Biometrika · 1 citations
with J Y Wang, Zhi-Sheng Ye
Testing the missing at random assumption in generalized linear models in the presence of instrumental variables
published 2023 · Scandinavian Journal of Statistics · 1 citations
GDCNet: Graph Enrichment Learning via Graph Dropping Convolutional Networks
published 2023 · IEEE Transactions on Neural Networks and Learning Systems · 9 citations
with Bo Jiang, Beibei Wang, Haiyun Xu, Jin Tang
Beyond Graph Convolutional Network: An Interpretable Regularizer-Centered Optimization Framework
published 2023 · Proceedings of the AAAI Conference on Artificial Intelligence · 19 citations
with Shiping Wang, Zhihao Wu, Yuhong Chen
Missing data matter: an empirical evaluation of the impacts of missing EHR data in comparative effectiveness research
published 2023 · Journal of the American Medical Informatics Association · 32 citations
with Yizhao Zhou, Jiasheng Shi, Ronen Stein, Xiaokang Liu, Robert N. Baldassano, Christopher B. Forrest, Jing Huang
A Survey on Multimodal Knowledge Graphs: Construction, Completion and Applications
published 2023 · Mathematics · 50 citations
with Xinkai Ge, Shengli Yang, Linmei Hu, Jie Li, Jinwen Zhang
DropAGG: Robust Graph Neural Networks via Drop Aggregation
published 2023 · Neural Networks · 21 citations
with Bo Jiang, Beibei Wang, Haiyun Xu, Bin Luo
Multisite learning of high-dimensional heterogeneous data with applications to opioid use disorder study of 15,000 patients across 5 clinical sites
published 2022 · Scientific Reports · 8 citations
The association of prescription opioid use with suicide attempts: An analysis of statewide medical claims data
published 2022 · PLoS ONE · 16 citations
with Chongliang Luo, Kun Chen, Riddhi Doshi, Nathaniel M. Rickles, Harold Schwartz, Robert H. Aseltine
Comparability of clinical trials and spontaneous reporting data regarding COVID-19 vaccine safety
published 2022 · Scientific Reports · 9 citations
with Chongliang Luo, Jingcheng Du, Adam Cuker, Ebbing Lautenbach, David A. Asch, Gregory A. Poland, Cui Tao
Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites
published 2022 · npj Digital Medicine · 23 citations
Accounting for publication bias using a bivariate trim and fill meta‐analysis procedure
published 2022 · Statistics in Medicine · 25 citations
ODACH: a one-shot distributed algorithm for Cox model with heterogeneous multi-center data
published 2022 · Scientific Reports · 35 citations · first circulated 2021
DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models
published 2022 · Nature Communications · 28 citations
Extending Hui‐Walter framework to correlated outcomes with application to diagnosis tests of an eye disease among premature infants
published 2021 · Statistics in Medicine · 1 citations
Combining cox regressions across a heterogeneous distributed research network facing small and zero counts
published 2021 · Statistical Methods in Medical Research · 2 citations
with Martijn J. Schuemie, David Madigan, Marc A. Suchard
SAT: a Surrogate-Assisted Two-wave case boosting sampling method, with application to EHR-based association studies
published 2021 · Journal of the American Medical Informatics Association · 8 citations
with Xiaokang Liu, Jessica Chubak, Rebecca A. Hubbard
Predictive P-score for treatment ranking in Bayesian network meta-analysis
published 2021 · BMC Medical Research Methodology · 43 citations
An efficient and accurate distributed learning algorithm for modeling multi-site zero-inflated count outcomes
published 2021 · Scientific Reports · 20 citations · first circulated 2020
A cost-effective chart review sampling design to account for phenotyping error in electronic health records (EHR) data
published 2021 · Journal of the American Medical Informatics Association · 15 citations
Accounting for post‐randomization variables in meta‐analysis: A joint meta‐regression approach
published 2021 · Biometrics · 1 citations
with Qinshu Lian, Jing Zhang, James S. Hodges, Haitao Chu
Estimating the Complier Average Causal Effect in a Meta-Analysis of Randomized Clinical Trials With Binary Outcomes Accounting for Noncompliance: A Generalized Linear Latent and Mixed Model Approach
published 2021 · American Journal of Epidemiology · 3 citations
with Ting Zhou, Jincheng Zhou, James S. Hodges, Lifeng Lin, Stephen R. Cole, Haitao Chu
Heterogeneity-aware and communication-efficient distributed statistical inference
published 2021 · Biometrika · 75 citations · first circulated 2019
EMBRACE: An EM‐based bias reduction approach through Copas‐model estimation for quantifying the evidence of selective publishing in network meta‐analysis
published 2021 · Biometrics · 5 citations
with Arielle Marks-Anglin, Chongliang Luo, Jin Piao, Mary Beth Connolly Gibbons, Christopher H. Schmid, Jing Ning
Generalized co-sparse factor regression
published 2020 · Computational Statistics & Data Analysis · 10 citations
with Aditya K. Mishra, Dipak K. Dey, Kun Chen
Testing small study effects in multivariate meta‐analysis
published 2020 · Biometrics · 80 citations · first circulated 2018
with Chuan Hong, Georgia Salanti, Sally C. Morton, Richard D Riley, Haitao Chu, Stephen E. Kimmel
A pseudolikelihood approach for assessing genetic association in case–control studies with unmeasured population structure
published 2020 · Statistical Methods in Medical Research
with Kung-Yee Liang, Pan Tong, Terri H. Beaty, Kathleen C. Barnes, WH Linda Kao
On specification tests for composite likelihood inference
published 2020 · Biometrika · 1 citations
Reducing Bias Due to Outcome Misclassification for Epidemiologic Studies Using EHR-derived Probabilistic Phenotypes
published 2020 · Epidemiology · 17 citations
working paper 2020 · arXiv · 1 citations
Semiparametric modelling and estimation of covariate‐adjusted dependence between bivariate recurrent events
published 2020 · Biometrics · 4 citations
with Jing Ning, Chunyan Cai, Xuelin Huang, Mei-Cheng Wang
Small-study effects: current practice and challenges for future research
published 2020 · Statistics and Its Interface · 7 citations
with Arielle Marks-Anglin
A fast score test for generalized mixture models
published 2019 · Biometrics · 7 citations
Two‐sample test for correlated data under outcome‐dependent sampling with an application to self‐reported weight loss data
published 2019 · Statistics in Medicine · 5 citations
with Yi Cai, Jing Huang, Jing Ning, Mei-Ling Ting Lee, Bernard Rosner
Novel two‐phase sampling designs for studying binary outcomes
published 2019 · Biometrics · 12 citations
with Le Wang, Matthew Williams, Jinbo Chen
Global identifiability of latent class models with applications to diagnostic test accuracy studies: A Gröbner basis approach
published 2019 · Biometrics · 6 citations
Regression analysis of longitudinal data with outcome‐dependent sampling and informative censoring
published 2018 · Scandinavian Journal of Statistics · 9 citations
with Weining Shen, Suyu Liu, Jing Ning
A Bayesian latent class approach for EHR‐based phenotyping
published 2018 · Statistics in Medicine · 25 citations
with Rebecca A. Hubbard, Jing Huang, Joanna Harton, Arman Oganisian, Grace Choi, Levon Utidjian, Ihuoma Eneli, L. Charles Bailey
Copas-like selection model to correct publication bias in systematic review of diagnostic test studies
published 2018 · Statistical Methods in Medical Research · 13 citations
with Jin Piao, Yulun Liu, Jing Ning
Composite Likelihood Inference under Boundary Conditions
published 2018 · Statistica Sinica · 2 citations
Bayesian hierarchical methods for meta-analysis combining randomized-controlled and single-arm studies
published 2018 · Statistical Methods in Medical Research · 35 citations
with Jing Zhang, Chia-Wen Ko, Lei Nie, Ram C. Tiwari
A conditional composite likelihood ratio test with boundary constraints
published 2017 · Biometrika · 12 citations
A Bayesian hierarchical model for network meta-analysis of multiple diagnostic tests
published 2017 · Biostatistics · 47 citations
with Xiaoye Ma, Qinshu Lian, Haitao Chu, Joseph G. Ibrahim
PLEMT: A Novel Pseudolikelihood-Based EM Test for Homogeneity in Generalized Exponential Tilt Mixture Models
published 2017 · Journal of the American Statistical Association · 8 citations
Maximum likelihood estimation and EM algorithm of Copas-like selection model for publication bias correction
published 2017 · Biostatistics · 23 citations
with Jing Ning, Jin Piao
A Semiparametric Model for VQTL Mapping
published 2016 · Biometrics · 16 citations
A frailty model for recurrent events during alternating restraint and non-restraint time periods
published 2016 · Statistics in Medicine · 2 citations
with Xiaoqi Li, Ruosha Li
Implementing optimal allocation in clinical trials with multiple endpoints
published 2016 · Journal of Statistical Planning and Inference · 6 citations
with Lu Wang, Hongjian Zhu
Statistical monitoring of over-dispersed multivariate count data using approximate likelihood ratio tests
published 2015 · International Journal of Production Research · 12 citations
with Devashish Das, Shiyu Zhou, John A. Horst
Inference for correlated effect sizes using multiple univariate meta‐analyses
published 2015 · Statistics in Medicine · 10 citations
with Yi Cai, Chuan Hong, Dan Jackson
Meta‐analysis of studies with bivariate binary outcomes: a marginal beta‐binomial model approach
published 2015 · Statistics in Medicine · 26 citations
Monitoring of Multiple Binary Data Streams using a Hierarchical Model Structure
published 2015 · Quality and Reliability Engineering International · 3 citations
with Devashish Das, Shiyu Zhou, Crispian Sievenpiper
On the dependence structure of bivariate recurrent event processes: inference and estimation
published 2015 · Biometrika · 11 citations
with Jing Ning, Chunyan Cai, Xuelin Huang, Mei-Cheng Wang
Regression analysis of longitudinal data with irregular and informative observation times
published 2015 · Biostatistics · 27 citations
with Jing Ning, Chunyan Cai
A composite likelihood method for bivariate meta-analysis in diagnostic systematic reviews
published 2014 · Statistical Methods in Medical Research · 33 citations
with Yulun Liu, Jing Ning, Lei Nie, Hongjian Zhu, Haitao Chu
A Hybrid Model for Combining Case–Control and Cohort Studies in Systematic Reviews of Diagnostic Tests
published 2014 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 21 citations
with Yulun Liu, Jing Ning, Janice N. Cormier, Haitao Chu
An alternative pseudolikelihood method for multivariate random-effects meta-analysis
published 2014 · Statistics in Medicine · 42 citations
with Chuan Hong, Richard D Riley
A Unification of Models for Meta-Analysis of Diagnostic Accuracy Studies without a Gold Standard
published 2014 · Biometrics · 34 citations
with Yu-Lun Liu, Haitao Chu
A Class of Pseudolikelihood Ratio Tests for Homogeneity in Exponential Tilt Mixture Models
published 2014 · Scandinavian Journal of Statistics · 9 citations
A hybrid Bayesian hierarchical model combining cohort and case–control studies for meta-analysis of diagnostic tests: Accounting for partial verification bias
published 2014 · Statistical Methods in Medical Research · 11 citations
with Xiaoye Ma, Stephen R. Cole, Haitao Chu
Selective iteratively reweighted quantile regression for baseline correction
published 2014 · Analytical and Bioanalytical Chemistry · 34 citations
with Xinbo Liu, Zhimin Zhang, Pedro F. M. Sousa, Chen Chen, Meilan Ouyang, Yangchao Wei, Yi-Zeng Liang, Zhang Chaoping
mmeta : An R Package for Multivariate Meta-Analysis
published 2014 · Journal of Statistical Software · 31 citations
with Shen Luo, Xiao Su, Haitao Chu, Sheng Luo
A Note on Partial Covariate-Adjustment and Design Considerations in Noninferiority Trials When Patient-Level Data are not Available
published 2013 · Journal of Biopharmaceutical Statistics · 1 citations
with Lei Nie, Guoxing Soon, Karen Qi, Haitao Chu
Bayesian Inference on Risk Differences: An Application to Multivariate Meta-Analysis of Adverse Events in Clinical Trials
published 2013 · Statistics in Biopharmaceutical Research · 2 citations
with Sheng Luo, Haitao Chu, Peng Wei
Two step composite quantile regression for single-index models
published 2013 · Computational Statistics & Data Analysis · 44 citations
with Rong Jiang, Zhangong Zhou, Weimin Qian
Maturation and Activity of Sterol Regulatory Element Binding Protein 1 Is Inhibited by Acyl-CoA Binding Domain Containing 3
published 2012 · PLoS ONE · 26 citations
with Vishala Patel, Sookhee Bang, Natalie R. Cohen, John S. Millar, Sangwon F. Kim
Bayesian analysis on meta-analysis of case-control studies accounting for within-study correlation
published 2011 · Statistical Methods in Medical Research · 29 citations
with Haitao Chu, Sheng Luo, Lei Nie, Sining Chen
A few remarks on ‘Statistical distribution of the difference of two proportions’ by Nadarajah and Kotz, Statistics in Medicine 2007; 26 (18):3518–3523
published 2011 · Statistics in Medicine · 3 citations
with Sheng Luo
Bivariate random effects models for meta-analysis of comparative studies with binary outcomes: Methods for the absolute risk difference and relative risk
published 2010 · Statistical Methods in Medical Research · 85 citations
with Haitao Chu, Lei Nie, Yi Huang, Wei Sun
Sensor fault detection for manufacturing quality control
published 2009 · IIE Transactions · 12 citations
with Shan Li
Transient dynamics for sequence-processing neural networks: Effect of degree distributions
published 2008 · Physical Review E · 2 citations
with Pan Zhang, Lianchun Yu, Shengli Zhang
Transient dynamics of sparsely connected Hopfield neural networks with arbitrary degree distributions
published 2007 · Physica A Statistical Mechanics and its Applications · 8 citations
with Pan Zhang
Optimized annealing of traveling salesman problem from the nth-nearest-neighbor distribution
published 2006 · Physica A Statistical Mechanics and its Applications · 39 citations
with Pan Zhang
The Effects of Investment on Economic Growth and Investment Tendency in Hebei Province
published 2003 · Geological Technoeconomic Management
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An empirical study on estimators for linear regression analyses in fisheries and ecology
published 2000 · Fisheries Research · 17 citations
with Donald A. Jackson
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