← All authors Xiao-Hua Zhou University of Washington (from arXiv:1908.05255, 2019) · ORCID · OpenAlex
216 papers in scope · 216 published · 1 on the econ.EM arXiv · 6,566 citations · h-index 39 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Xiaoying Lan Qingsong Yao Shakeeb Khan Xiaohong Chen Elie Tamer Michael Jansson Youngki Shin Matias D. Cattaneo Whitney K. Newey Wei Li Christian Hansen Martin Spindler Victor Chernozhukov Myung Hwan Seo Sokbae Lee Myung-Hyun Song Yanqin Fan Yuan Liao Fang Han Min Seong Kim 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 216)
Nonparametric inference for the localization receiver operating characteristic curve and its extension to free-response image localization tasks
published 2026 · Statistical Methods in Medical Research
with Kaiyuan Liu
A new non-parametric test for multivariate paired data from pair matching or paired designs
published 2026 · Journal of Statistical Planning and Inference · 1 citations · first circulated 2020
with Jingru Zhang, Hao Chen
Rank‐based estimation of propensity score weights via subclassification
published 2025 · Canadian Journal of Statistics
Biomarker Combination Based on the Youden Index With and Without Gold Standard
published 2025 · Statistics in Medicine · 1 citations · first circulated 2024
with Ao Sun, Yanting Li
Inference for Cumulative Incidences and Treatment Effects in Randomized Controlled Trials With Time‐to‐Event Outcomes Under ICH E9 (R1)
published 2025 · Statistics in Medicine · 2 citations · first circulated 2024
with Yuhao Deng, Shasha Han
A practical analysis procedure on generalizing comparative effectiveness in the randomized clinical trial to the real-world trial-eligible population
published 2025 · Journal of Biopharmaceutical Statistics · first circulated 2024
with Kuan Jiang, Xinxing Lai, Shu Yang, Ying Gao
Time‐Dependent ROC Curve for Multiple Longitudinal Biomarkers and Its Application in Diagnosing Cardiovascular Events
published 2025 · Statistics in Medicine
with Lizhe Sun, Pingyuan Wei, Jie Zhou
Estimation of Diagnostic Test Accuracy Without Gold Standards
published 2025 · Statistics in Medicine · 5 citations
with Ao Sun
Positive-definite regularized estimation for high-dimensional covariance on scalar regression
published 2025 · Biometrics
with Jie He, Yumou Qiu
Transformed ROC Curve for Biomarker Evaluation
published 2024 · Statistics in Medicine · 4 citations
with Jianping Yang, Pei Fen Kuan, Xiangyu Li, Jialiang Li
Drug Efficacy Estimation for Follow‐on Companion Diagnostic Devices Through External Studies
published 2024 · Statistics in Medicine
with Jiarui Sun, Wenjie Hu
Debiasing the Conversion Rate Prediction Model in the Presence of Delayed Implicit Feedback
published 2024 · Entropy · 1 citations
with Taojun Hu
Nonparametric receiver operating characteristic curve analysis with an imperfect gold standard
published 2024 · Biometrics · 4 citations
with Jiarui Sun, Chao Tang, Wuxiang Xie
Direct and indirect treatment effects in the presence of semicompeting risks
published 2024 · Biometrics · 7 citations
with Yuhao Deng, Yi Wang
Causal inference for time-to-event data with a cured subpopulation
published 2024 · Biometrics · 2 citations
with Yi Wang, Yuhao Deng
Unveiling the Unobservable: Causal Inference on Multiple Derived Outcomes
published 2023 · Journal of the American Statistical Association · 2 citations
with Yumou Qiu, Jiarui Sun
Identification and Estimation of Treatment Effects on Long-Term Outcomes in Clinical Trials With External Observational Data
published 2023 · Statistica Sinica · 1 citations
with Wenjie Hu, Peng Wu
Multiple Robust Learning for Recommendation
published 2023 · Proceedings of the AAAI Conference on Artificial Intelligence · 23 citations · first circulated 2022
with Haoxuan Li, Quanyu Dai, Yuru Li, Yan Lyu, Zhenhua Dong, Peng Wu
Quantile partially linear additive model for data with dropouts and an application to modeling cognitive decline
published 2023 · Statistics in Medicine · 7 citations
with Adam Maidman, Lan Wang, Ben Sherwood
Hypothesis Test on a Mixture Forward-Incubation-Time Epidemic Model With Application to COVID-19 Outbreak
published 2023 · Statistica Sinica · first circulated 2022
Defining estimands in clinical trials: A unified procedure
published 2023 · Statistics in Medicine · 14 citations
with Shasha Han
An Approximated Collapsed Variational Bayes Approach to Variable Selection in Linear Regression
published 2022 · Journal of Computational and Graphical Statistics · 3 citations
with Chong You, John T. Ormerod, Xiangyang Li, Cheng Heng Pang
Statistical inference using GLEaM model with spatial heterogeneity and correlation between regions
published 2022 · Scientific Reports · 2 citations
with Yixuan Tan, Yuan Zhang, Xiuyuan Cheng
A screening method for ultra-high dimensional features with overlapped partition structures
published 2022 · Statistical Methods in Medical Research
with Jie He, Jiali Song, Yan Hou
A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction
published 2022 · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 48 citations
with Quanyu Dai, Haoxuan Li, Peng Wu, Zhenhua Dong, Rui Zhang, Jie Sun
Hypothesis testing methods for multi-reader multi-case studies
published 2022 · Biostatistics & Epidemiology
with Huan Zhang, Yuying Li, Qiushi Lin, Guoshuang Feng
Model-Assisted Inference for Covariate-Specific Treatment Effects with High-dimensional Data
published 2022 · Statistica Sinica · 4 citations · first circulated 2021
with Peng Wu, Zhiqiang Tan, Wenjie Hu
On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges
published 2022 · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 40 citations
with Peng Wu, Haoxuan Li, Yuhao Deng, Wenjie Hu, Quanyu Dai, Zhenhua Dong, Jie Sun, Rui Zhang
Equivalence tests for ratio of means in bioequivalence studies under crossover design
published 2022 · Statistical Methods in Medical Research · 3 citations
with Yingdong He, Yuhao Deng, Chong You
A novel regression method for the analysis of multireader multicase‐free‐response receiver operating characteristics studies
published 2022 · Statistics in Medicine · 4 citations
with Xueqing Liu, Jiarui Sun
Comparing the accuracy of screening tests with verification of disease status restricted to test positives
published 2022 · Statistics in Medicine · 1 citations
with Lu Wang
Identifying Effects of Multiple Treatments in the Presence of Unmeasured Confounding
published 2022 · Journal of the American Statistical Association · 29 citations · first circulated 2020
Robust quasi-oracle semiparametric estimation of average causal effects
published 2022 · Biostatistics & Epidemiology
with Peng Wu, Xingwei Tong, Yi Wang, Jiajuan Liang
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
Improving efficiency of inference in clinical trials with external control data
published 2021 · Biometrics · 4 citations
with Xinyu Li, Wang Miao, Fang Lü
Comparison of Two Frameworks for Analyzing Longitudinal Data
published 2021 · Statistical Science · 1 citations
with Jie Zhou, Liuquan Sun
Inference of Heterogeneous Treatment Effects using Observational Data with High-Dimensional Covariates
published 2021 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 11 citations
Summary concordance index for meta‐analysis of prognosis studies with a survival outcome
published 2021 · Statistics in Medicine · 2 citations
with Satoshi Hattori
Causal mediation analysis with sure outcomes of random events model
published 2021 · Statistics in Medicine
with Wei Li, Zhi Geng
Inference on Multi-level Partial Correlations Based on Multi-subject Time Series Data
published 2021 · Journal of the American Statistical Association · 11 citations
with Yumou Qiu
A powerful test for the maximum treatment effect in thorough QT/QTc studies
published 2021 · Statistics in Medicine
with Yuhao Deng, Fangyi Chen, Yang Li, Kaihuan Qian, Rui Wang
Estimation of shape constrained additive models with missing response at random
published 2021 · Journal of nonparametric statistics · 1 citations
with Lu Wang
Caution About Truncation-By-Death in Clinical Trial Statistical Analysis: A Lesson from Remdesivir
published 2021 · China CDC Weekly
with Yuhao Deng
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
Prediction of the COVID-19 outbreak in China based on a new stochastic dynamic model
published 2020 · Scientific Reports · 42 citations
with Yuan Zhang, Chong You, Zhenhao Cai, Jiarui Sun, Wenjie Hu
Toward standardized premarket evaluation of computer aided diagnosis/detection products: insights from FDA-approved products
published 2020 · Expert Review of Medical Devices · 11 citations
with Lu Wang, Hao Wang, Xia Chen, Yao Wang, Qiaohong Tang, Jiage Li
Estimation of incubation period and generation time based on observed length‐biased epidemic cohort with censoring for COVID‐19 outbreak in China
published 2020 · Biometrics · 54 citations
Estimating associations between antidepressant use and incident mild cognitive impairment in older adults with depression
published 2020 · PLoS ONE · 14 citations
with Fang Han, Tyler Bonnett, Willa D. Brenowitz, Merilee Teylan, Lilah M. Besser, Yen-Chi Chen, Gary Chan, Kegang Cao, Ying Gao
Identification of the optimal treatment regimen in the presence of missing covariates
published 2019 · Statistics in Medicine · 3 citations
with Ying Huang
Making causal inferences about treatment effect sizes from observational datasets
published 2019 · Biostatistics & Epidemiology · 8 citations
with T. Michael Kashner, Steven S. Henley, Richard M. Golden
Methods to control the empirical type I error rate in average bioequivalence tests for highly variable drugs
published 2019 · Statistical Methods in Medical Research · 10 citations
with Yuhao Deng
published 2019 · Journal of Econometrics · 19 citations
Global identifiability of latent class models with applications to diagnostic test accuracy studies: A Gröbner basis approach
published 2019 · Biometrics · 6 citations
A smoothed Q ‐learning algorithm for estimating optimal dynamic treatment regimes
published 2018 · Scandinavian Journal of Statistics · 5 citations
Estimating c-level partial correlation graphs with application to brain imaging
published 2018 · Biostatistics · 15 citations
with Yumou Qiu
Estimating causal effects of treatment in RCTs with provider and subject noncompliance
published 2018 · Statistics in Medicine · 4 citations
with Elisa Sheng, Wei Li
A tutorial in assessing disclosure risk in microdata
published 2018 · Statistics in Medicine · 12 citations
with Leslie Taylor, Peter Rise
Using secondary outcome to sharpen bounds for treatment harm rate in characterizing heterogeneity
published 2018 · Biometrical Journal · 4 citations
with Yunjian Yin, Zheng Cai
Biomarker assessment and combination with differential covariate effects and an unknown gold standard, with an application to Alzheimer’s disease
published 2018 · The Annals of Applied Statistics · 6 citations
with Zheyu Wang
Modeling individualized coefficient alpha to measure quality of test score data
published 2018 · Statistics in Medicine
with Molei Liu, Ming Hu
Identification of causal effects with latent confounding and classical additive errors in treatment
published 2018 · Biometrical Journal · 2 citations
with Wei Li, Zhichao Jiang, Zhi Geng
Tree-based ensemble methods for individualized treatment rules
published 2018 · Biostatistics & Epidemiology · 5 citations
with Kehao Zhu, Ying Huang
Semiparametric maximum likelihood estimation for the Cox model with length-biased survival data
published 2017 · Journal of Statistical Planning and Inference · 3 citations
with Xuan Wang
Sensitivity analysis for publication bias in meta‐analysis of diagnostic studies for a continuous biomarker
published 2017 · Statistics in Medicine · 16 citations
with Satoshi Hattori
Identifiability and estimation of causal mediation effects with missing data
published 2017 · Statistics in Medicine · 16 citations
with Wei Li
Identification and estimation of causal effects with outcomes truncated by death
published 2017 · Biometrika · 48 citations · first circulated 2016
Nonparametric and semiparametric estimation of quantile residual lifetime for length‐biased and right‐censored data
published 2017 · Canadian Journal of Statistics · 11 citations
with Zhaoran Wang, Zhefang Zhou, Yong Zhou
Statistical evaluation of adding multiple risk factors improves Framingham stroke risk score
published 2017 · BMC Medical Research Methodology · 12 citations
with Xiaonan Wang, Ashlee W. Duncan, Guizhou Hu, Jiayin Zheng
Assesing the heterogeneity of treatment effects by identifying the treatment benefit and treament harm ratio
published 2017 · Statistica Sinica
with Yunjian Yin, Zhi Geng, Fang Lü
Statistical evaluation of drug efficacy for bridging study in companion diagnostic test trials
published 2016 · Journal of Biopharmaceutical Statistics · 5 citations
with Yunqi Bu
Causal mediation analysis on failure time outcome without sequential ignorability
published 2016 · Lifetime Data Analysis · 6 citations
with Cheng Zheng
Time-dependent summary receiver operating characteristics for meta-analysis of prognostic studies
published 2016 · Statistics in Medicine · 5 citations
with Satoshi Hattori
Evaluation of predictive capacities of biomarkers based on research synthesis
published 2016 · Statistics in Medicine · 2 citations
with Satoshi Hattori
Causal Analysis of Ordinal Treatments and Binary Outcomes Under Truncation by Death
published 2016 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 15 citations · first circulated 2015
Hypothesis testing for differentially correlated features
published 2016 · Biostatistics · 2 citations
with Elisa Sheng, Daniela Witten
Double robust estimator of average causal treatment effect for censored medical cost data
published 2016 · Statistics in Medicine · 9 citations
with Xuan Wang, Lauren A. Beste, Marissa Maier
Forecasting VaR and ES using dynamic conditional score models and skew Student distribution
published 2015 · Economic Modelling · 32 citations
with Chun-Ting Gao
Semiparametric Inference of the Complier Average Causal Effect with Nonignorable Missing Outcomes
published 2015 · ACM Transactions on Intelligent Systems and Technology · 2 citations · first circulated 2014
Causal Models for Mediation Analysis: An Introduction to Structural Mean Models
published 2015 · Multivariate Behavioral Research · 9 citations
with Cheng Zheng, David C. Atkins, Isaac C. Rhew
Semiparametric transformation models for multiple continuous biomarkers in ROC analysis
published 2015 · Biometrical Journal · 7 citations
with Eunhee Kim, Donglin Zeng
A partially linear single‐index transformation model and its nonparametric estimation
published 2015 · Canadian Journal of Statistics · 6 citations
with Xiaobo Ding, Qihua Wang
A modified regression method to test publication bias in meta-analyses with binary outcomes
published 2014 · BMC Medical Research Methodology · 38 citations
with Zhi-Chao Jin, Cheng Wu, Jia He
A pseudo-likelihood approach for estimating diagnostic accuracy of multiple binary medical tests
published 2014 · Computational Statistics & Data Analysis · 6 citations
with Wei Liu, Bo Zhang, Zhiwei Zhang, Baojiang Chen
Statistical methods for dealing with publication bias in meta‐analysis
published 2014 · Statistics in Medicine · 254 citations
with Zhi-Chao Jin, Jia He
Introduction to the special issue: The Tenth International Conference on Health Policy
published 2014 · Health Services and Outcomes Research Methodology
with Donald Hedeker
Partially varying coefficient single-index additive hazard models
published 2014 · Annals of the Institute of Statistical Mathematics · 1 citations
with Xuan Wang, Qihua Wang
Causal Mediation Analysis in the Multilevel Intervention and Multicomponent Mediator Case
published 2014 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 33 citations
with Cheng Zheng
Treatment selection in a randomized clinical trial via covariate-specific treatment effect curves
published 2014 · Statistical Methods in Medical Research · 12 citations
with Yunbei Ma
A new synthesis analysis method for building logistic regression prediction models
published 2014 · Statistics in Medicine · 9 citations
with Elisa Sheng, Hua Chen, Guizhou Hu, Ashlee W. Duncan
Some Results About Standardization for a Non Confounder in Estimators of (log) Relative Risk
published 2013 · Communication in Statistics-Theory and Methods
with Xueli Wang
Variable selection and semiparametric efficient estimation for the heteroscedastic partially linear single-index model
published 2013 · Computational Statistics & Data Analysis · 13 citations
with Peng Lai, Qihua Wang
Joint Modeling of Transitional Patterns of Alzheimer's Disease
published 2013 · PLoS ONE · 11 citations
with Wei Liu, Bo Zhang, Zhiwei Zhang
Composite quantile regression for the receiver operating characteristic curve
published 2013 · Biometrika · 6 citations
with Xiaojiang Duan
Weighted quantile regression for analyzing health care cost data with missing covariates
published 2013 · Statistics in Medicine · 76 citations
with Ben Sherwood, Lan Wang
A Scan Statistic for Binary Outcome Based on Hypergeometric Probability Model, with an Application to Detecting Spatial Clusters of Japanese Encephalitis
published 2013 · PLoS ONE · 1 citations
with Xing Zhao, Zijian Feng, Pengfei Guo, Hongyan He, Tao Zhang, Lei Duan, Xiaosong Li
Partial summary measures of the predictiveness curve
published 2013 · Biometrical Journal · 7 citations
with Michael C. Sachs
Generalized Partially Linear Models for Incomplete Longitudinal Data In the Presence of Population‐Level Information
published 2013 · Biometrics · 11 citations
with Baojiang Chen
Covariate Adjustment in Estimating the Area Under ROC Curve with Partially Missing Gold Standard
published 2013 · Biometrics · 17 citations
with Danping Liu
A correlated random effects model for non-homogeneous Markov processes with nonignorable missingness
published 2013 · Journal of Multivariate Analysis · 7 citations
with Baojiang Chen
Nonparametric receiver operating characteristic‐based evaluation for survival outcomes
published 2012 · Statistics in Medicine · 19 citations
with Xiao Song, Shuangge Ma
A general framework of marker design with optimal allocation to assess clinical utility
published 2012 · Statistics in Medicine · 5 citations
with Liansheng Tang
A Semiparametric Separation Curve Approach for Comparing Correlated ROC Data From Multiple Markers
published 2012 · Journal of Computational and Graphical Statistics · 5 citations
with Liansheng Tang
A latent‐variable marginal method for multi‐level incomplete binary data
published 2012 · Statistics in Medicine · 3 citations
with Baojiang Chen
Homogeneity tests of clustered diagnostic markers with applications to the BioCycle Study
published 2012 · Statistics in Medicine · 3 citations
with Liansheng Tang, Aiyi Liu, Enrique F. Schisterman, Chunling Liu
Marginal methods for clustered longitudinal binary data with incomplete covariates
published 2012 · Journal of Statistical Planning and Inference · 1 citations
with Baojiang Chen, Grace Y. Yi, Richard J. Cook
Preface
published 2012 · Statistics in Medicine
with Laura Lee Johnson
CONFIDENCE INTERVALS FOR THE DIFFERENCE BETWEEN TWO PARTIAL AUCS
published 2012 · Australian & New Zealand Journal of Statistics · 7 citations
with Xin Huang, Gengsheng Qin, Yan Yuan
Building a disease risk model of osteoporosis based on traditional Chinese medicine symptoms and western medicine risk factors
published 2012 · Statistics in Medicine · 18 citations
with Shirui Li, Feng Tian, Buqing Cai, Yan-Ming Xie, Yunhua Pei, Seungwoo Kang, M. Fan, J. P. Li
Semi‐parametric area under the curve regression method for diagnostic studies with ordinal data
published 2011 · Biometrical Journal · 2 citations
with Kumar B. Rajan
Identifiability and Estimation of Causal Effects by Principal Stratification With Outcomes Truncated by Death
published 2011 · Journal of the American Statistical Association · 85 citations
A direct semiparametric receiver operating characteristic curve regression with unknown link and baseline functions
published 2011 · Statistica Sinica · 11 citations
with Huazhen Lin, Gang Li
Inverse Association between Methylation of Human Papillomavirus Type 16 DNA and Risk of Cervical Intraepithelial Neoplasia Grades 2 or 3
published 2011 · PLoS ONE · 24 citations
with Long Fu Xi, Mingjun Jiang, Zhenping Shen, Ayaka Hulbert, Ying-Ying Lin, Nancy B. Kiviat, Laura A. Koutsky
Random effects models for assessing diagnostic accuracy of traditional Chinese doctors in absence of a gold standard
published 2011 · Statistics in Medicine · 14 citations
with Zheyu Wang
Evaluating markers for treatment selection based on survival time
published 2011 · Statistics in Medicine · 11 citations
with Xiao Song
Selection and combination of biomarkers using ROC method for disease classification and prediction
published 2011 · Canadian Journal of Statistics · 41 citations
with Huazhen Lin, Ling Zhou, Heng Peng
Non-homogeneous Markov process models with informative observations with an application to Alzheimer's disease
published 2011 · Biometrical Journal · 17 citations
with Baojiang Chen
Semiparametric Estimation of the Covariate-Specific ROC Curve in Presence of Ignorable Verification Bias
published 2011 · Biometrics · 19 citations
with Danping Liu
Generalized propensity score for estimating the average treatment effect of multiple treatments
published 2011 · Statistics in Medicine · 179 citations
with Ping Feng, Qing-Ming Zou, Mingyu Fan, Xiaosong Li
Non-parametric interval estimation for the partial area under the ROC curve
published 2011 · Canadian Journal of Statistics · 9 citations
with Gengsheng Qin, Xiaoping Jin
Issues of design and statistical analysis in controlled clinical acupuncture trials: an analysis of English‐language reports from Western journals
published 2011 · Statistics in Medicine · 20 citations
with Ping Shuai, Lixing Lao, Xiaosong Li
Variable selection using the optimal ROC curve: An application to a traditional Chinese medicine study on osteoporosis disease
published 2011 · Statistics in Medicine · 20 citations
with Binqi Chen, Yan-Ming Xie, Feng Tian, Hui Liu, Xun Liang
Doubly Robust Estimates for Binary Longitudinal Data Analysis with Missing Response and Missing Covariates
published 2011 · Biometrics · 28 citations
with Baojiang Chen
A comparison of non-homogeneous Markov regression models with application to Alzheimer's disease progression
published 2011 · Journal of Applied Statistics · 12 citations
with Rebecca A. Hubbard
Evaluation of diagnostic accuracy in detecting ordered symptom statuses without a gold standard
published 2011 · Biostatistics · 15 citations
with Zengwu Wang, Meng Wang
Expression Mechanism of Rural Public Products Demand
published 2011 · Anhui nongye kexue
no link
Two New Covariate Adjustment Methods for Non-Inferiority Assessment of Binary Clinical Trials Data
published 2010 · Journal of Biopharmaceutical Statistics · 1 citations
with Yan Hou, Victoria Y. Ding, Kang Li
Methods for clustered encouragement design studies with noncompliance and missing data
published 2010 · Biostatistics · 7 citations
with Leslie Taylor
A sequential conditional probability ratio test procedure for comparing diagnostic tests
published 2010 · Journal of Applied Statistics · 3 citations
with Liansheng Tang, Ming Tan
The efficiency of clinical trial designs for predictive biomarker validation
published 2010 · Clinical Trials · 21 citations
with KY Young, Amy Laird
A Model for Adjusting for Nonignorable Verification Bias in Estimation of the ROC Curve and Its Area with Likelihood‐Based Approach
published 2010 · Biometrics · 30 citations
with Danping Liu
Estimation of the retransformed conditional mean in health care cost studies
published 2010 · Biometrika · 16 citations
with Huixia Wang
A correlated random‐effects model for normal longitudinal data with nonignorable missingness
published 2009 · Statistics in Medicine · 12 citations
with Huazhen Lin, Danping Liu
Interval estimation for the difference in paired areas under the ROC curves in the absence of a gold standard test
published 2009 · Statistics in Medicine · 13 citations
with Hsin-Neng Hsieh, Hsiu-Yuan Su
A semiparametric 2-part mixed-effects heteroscedastic transformation model for correlated right-skewed semicontinuous data
published 2009 · Biostatistics · 7 citations
with Hua Lin
Nonparametric and semiparametric estimation of the three way receiver operating characteristic surface
published 2009 · Journal of Statistical Planning and Inference · 49 citations
with Jialiang Li
Synthesis analysis of regression models with a continuous outcome
published 2009 · Statistics in Medicine · 10 citations
with Nan Hu, Guizhou Hu, Martin Root
Semiparametric Two-Part Models with Proportionality Constraints: Analysis of the Multi-Ethnic Study of Atherosclerosis (MESA)
published 2009 · Magnetic Resonance Imaging Clinics of North America · 3 citations
with Anna Liu, Richard A. Kronmal, Shuangge Ma
Non-Parametric Heteroscedastic Transformation Regression Models for Skewed Data With an Application to Health Care Costs
published 2008 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 36 citations
with Huazhen Lin, Eric O. Johnson
Identifiability and Estimation of Causal Effects in Randomized Trials with Noncompliance and Completely Nonignorable Missing Data
published 2008 · Biometrics · 46 citations
with Hua Chen, Zhi Geng
Rejoinder
published 2008 · Biometrics
with Hua Chen, Zhi Geng
Correction
published 2008 · Statistics in Medicine
with Ofer Harel
Semi‐parametric maximum likelihood estimates for ROC curves of continuous‐scale tests
published 2008 · Statistics in Medicine · 19 citations
with Huazhen Lin
Improving interval estimation of binomial proportions
published 2008 · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 37 citations
with C.M Li, Zhengyu Yang
Multiple Imputation Methods for Treatment Noncompliance and Nonresponse in Randomized Clinical Trials
published 2008 · Biometrics · 32 citations
with Leslie Taylor
Nonparametric and Semiparametric Group Sequential Methods for Comparing Accuracy of Diagnostic Tests
published 2008 · Biometrics · 23 citations
with Liansheng Tang, Scott S. Emerson
A computer program for estimating the re-transformed mean in heteroscedastic two-part models
published 2008 · Computer Methods and Programs in Biomedicine · 6 citations
with Hao Cheng
Receiver Operating Characteristic Surfaces in the Presence of Verification Bias
published 2008 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 15 citations
with Yueh-Yun Chi
The need for reorientation toward cost‐effective prediction: Comments on ‘Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond’ by Pencina et al ., Statistics in Medicine (DOI: 10.1002/sim.2929)
published 2007 · Statistics in Medicine · 13 citations
with Yueh-Yun Chi
Assessing the Adequacy of Variance Function in Heteroscedastic Regression Models
published 2007 · Biometrics · 27 citations
with Lan Wang
Wilcoxon‐based group sequential designs for comparison of areas under two correlated ROC curves
published 2007 · Statistics in Medicine · 11 citations
with Sierra M. Li, Constantine Gatsonis
Rejoinder to Multiple imputation for correcting verification bias
published 2007 · Statistics in Medicine · 3 citations
with Ofer Harel
A simulation study to compare methods for constructing confidence intervals for the incremental cost-effectiveness ratio
published 2007 · Health Services and Outcomes Research Methodology · 13 citations
with Ming-Yu Fan
Multiple imputation: review of theory, implementation and software
published 2007 · Statistics in Medicine · 430 citations
with Ofer Harel
Multiple imputation for the comparison of two screening tests in two‐phase Alzheimer studies
published 2006 · Statistics in Medicine · 28 citations
with Ofer Harel
Estimating the VA total health care cost using a semi-parametric heteroscedastic two-part model
published 2006 · Health Services and Outcomes Research Methodology · 2 citations
with Gengsheng Qin, M. L. Maciejewski
Confidence intervals for predictive values with an emphasis to case–control studies
published 2006 · Statistics in Medicine · 422 citations
with Nathaniel D. Mercaldo, Kit Lau
A semiparametric approach for the nonparametric transformation survival model with multiple covariates
published 2006 · Biostatistics · 48 citations
with Xiao Song, Shuangge Ma, Jian Huang
A supplement to: “A new confidence interval for the difference between two binomial proportions of paired data”
published 2006 · Journal of Statistical Planning and Inference · 43 citations · first circulated 2004
with Gengsheng Qin
Interval estimates for the ratio and difference of two lognormal means
published 2006 · Statistics in Medicine · 47 citations
with Yea-Hung Chen
Multiple imputation for correcting verification bias
published 2006 · Statistics in Medicine · 73 citations
with Ofer Harel
Nonparametric Statistical Methods for Cost‐Effectiveness Analyses
published 2006 · Biometrics · 27 citations
with Phillip Dinh
New confidence intervals for the difference between two sensitivities at a fixed level of specificity
published 2005 · Statistics in Medicine · 24 citations
with Gengsheng Qin, Yu-Sheng Hsu
A fully nonparametric diagnostic test for homogeneity of variances
published 2005 · Canadian Journal of Statistics · 14 citations
with Lan Wang
ITT analysis of randomized encouragement design studies with missing data
published 2005 · Statistics in Medicine · 51 citations
with Sierra M. Li
Empirical Likelihood Inference for the Area under the ROC Curve
published 2005 · Biometrics · 96 citations
with Gengsheng Qin
Nonparametric Estimation of ROC Curves in the Absence of a Gold Standard
published 2005 · Biometrics · 73 citations
with Pete Castelluccio, Chuan Zhou
Nonparametric confidence intervals for the one-and two-sample problems
published 2005 · Biostatistics · 69 citations · first circulated 2004
with Phillip Dinh
Improved confidence intervals for the sensitivity at a fixed level of specificity of a continuous-scale diagnostic test
published 2005 · Statistics in Medicine · 48 citations
with Gengsheng Qin
Semi-parametric single-index two-part regression models
published 2004 · Computational Statistics & Data Analysis · 14 citations
with Hua Liang
Testing Equality between Two Diagnostic Procedures in Paired‐Sample Ordinal Data
published 2004 · Biometrical Journal · 3 citations
with Kung-Jong Lui, Chii-Dean Lin
Bootstrap confidence intervals for medical costs with censored observations
published 2004 · Statistics in Medicine · 28 citations
with Hongyu Jiang
Estimating the retransformed mean in a heteroscedastic two-part model
published 2004 · Journal of Statistical Planning and Inference · 33 citations
with A. H. Welsh
A Flexible Method for Estimating the ROC Curve
published 2004 · Journal of Applied Statistics · 10 citations
with Haobo Ren, Hua Liang, Hua Lian Jaeyong Lee, Yongdai Kim
Testing non‐inferiority (and equivalence) between two diagnostic procedures in paired‐sample ordinal data
published 2004 · Statistics in Medicine · 12 citations
with Kung-Jong Lui
Adjusting for non‐ignorable verification bias in clinical studies for Alzheimer's disease
published 2004 · Statistics in Medicine · 21 citations
with Pete Castelluccio
New intervals for the difference between two independent binomial proportions
published 2003 · Journal of Statistical Planning and Inference · 35 citations
with Min Tsao, Gengsheng Qin
Nonparametric analysis for the ROC areas of two diagnostic tests in the presence of nonignorable verification bias
published 2003 · Journal of Statistical Planning and Inference · 20 citations
with Pete Castelluccio
Nonparametric estimation of component distributions in a multivariate mixture
published 2003 · The Annals of Statistics · 222 citations
with Peter Hall
Local linear smoothing of receiver operating characteristic (ROC) curves
published 2003 · Journal of Statistical Planning and Inference · 36 citations
with Liang Peng
Inferences about population means of health care costs
published 2002 · Statistical Methods in Medical Research · 25 citations
Comparison of bandwidth selection methods for kernel smoothing of ROC curves
published 2002 · Statistics in Medicine · 57 citations
with Jaroslaw Harezlak
A Bootstrap Confidence Interval Procedure for the Treatment Effect Using Propensity Score Subclassification
published 2002 · Health Services and Outcomes Research Methodology · 23 citations
with Wanzhu Tu
Regression Analysis of Health Care Charges with Heteroscedasticity
published 2001 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 42 citations
with Kevin T. Stroupe, William M. Tierney
Methods for testing equality of means of health care costs in a paired design study
published 2001 · Statistics in Medicine · 27 citations
with Chunming Li, Sujuan Gao, William M. Tierney
Multiple imputation in public health research
published 2001 · Statistics in Medicine · 183 citations
with George J. Eckert, William M. Tierney
Confidence Intervals for the Mean of Diagnostic Test Charge Data Containing Zeros
published 2000 · Biometrics · 115 citations
with Wanzhu Tu
Interval estimation for the ratio in means of log-normally distributed medical costs with zero values
published 2000 · Computational Statistics & Data Analysis · 36 citations
with Wanzhu Tu
ROC Curve Estimation When Covariates Affect the Verification Process
published 2000 · Biometrics · 39 citations
with Cindy Rodenberg
Pairwise comparisons of the means of skewed data
published 2000 · Journal of Statistical Planning and Inference · 15 citations
with Wanzhu Tu
Assessing the relative accuracies of two screening tests in the presence of verification bias
published 2000 · Statistics in Medicine · 22 citations
with Richard E. Higgs
One-Sided Confidence Intervals for Means of Positively Skewed Distributions
published 2000 · The American Statistician · 36 citations
with Sujuan Gao
Restricting Medicaid Payments for Transportation: Effects on Inner-City Patients??? Health Care
published 2000 · The American Journal of the Medical Sciences · 23 citations
with William M. Tierney, Lisa E. Harris, D Gaskins, George J. Eckert, Ann Bates, Fredric D. Wolinsky, Ann S. Bates
Assessing the effect of an influenza vaccine in an encouragement design
published 2000 · Biostatistics · 348 citations
The use of propensity scores in pharmacoepidemiologic research
published 2000 · Pharmacoepidemiology and Drug Safety · 130 citations
with Susan M. Perkins, Wanzhu Tu, Michael G. Underhill, Michael D. Murray
A Wald test comparing medical costs based on log-normal distributions with zero valued costs
published 1999 · Statistics in Medicine · 62 citations
with Wanzhu Tu
Comparisons of Software Packages for Generalized Linear Multilevel Models
published 1999 · The American Statistician · 50 citations
with Anthony J. Perkins, Siu L. Hui
Comparing two prevalence rates in a two-phase design study
published 1999 · Statistics in Medicine · 9 citations
with Pete Castelluccio, Siu L. Hui, Cynthia Rodenberg
Correction
published 1999 · Statistics in Medicine · 1 citations
Correction
published 1999 · Statistics in Medicine
Methods for combining rates from several studies
published 1999 · Statistics in Medicine · 32 citations
with Edward J. Brizendine, Michael B. Pritz
Estimation of the log-normal mean
published 1998 · Statistics in Medicine · 39 citations
Evaluation of diagnostic tests without gold standards
published 1998 · Statistical Methods in Medical Research · 244 citations
with Siu L. Hui
Correcting for verification bias in studies of a diagnostic test's accuracy
published 1998 · Statistical Methods in Medical Research · 112 citations
Comparing Correlated Areas under the ROC Curves of Two Diagnostic Tests in the Presence of Verification Bias
published 1998 · Biometrics · 27 citations
Estimating an roc curve in the presence of non-ignorable verification bias
published 1998 · Communication in Statistics-Theory and Methods · 15 citations
with Cindy Rodenberg
Methods for Comparison of Cost Data
published 1997 · Annals of Internal Medicine · 129 citations
with Catherine A. Melfi
An empirical comparison of two semi-parametric approaches for the estimation of covariate effects from multivariate failure time data
published 1997 · Statistics in Medicine · 13 citations
with Sujuan Gao
Methods for Comparing the Means of Two Independent Log-Normal Samples
published 1997 · Biometrics · 189 citations
with Sujuan Gao, Siu L. Hui
CONFIDENCE INTERVALS FOR THE LOG-NORMAL MEAN
published 1997 · Statistics in Medicine · 187 citations
with Sujuan Gao
AN EMPIRICAL BAYES METHOD FOR STUDYING VARIATION IN KNEE REPLACEMENT RATES
published 1996 · Statistics in Medicine · 2 citations
with Barry P. Katz, E. Holleman, Catherine A. Melfi, Robert S. Dittus
A SIMPLE METHOD FOR COMPARING CORRELATED ROC CURVES USING INCOMPLETE DATA
published 1996 · Statistics in Medicine · 37 citations
with Constantine Gatsonis
On ROC Analysis
published 1996 · Medical Decision Making
with Leonid V. Philosophov
Effect of verification bias on positive and negative predictive values
published 1994 · Statistics in Medicine · 66 citations
Analyzing Computer-based Decision Support Systems
published 1994 · Annals of Internal Medicine · 7 citations
with Clement J. McDonald, Siu L. Hui
Maximum likelihood estimators of sensitivity and specificity corrected for verification bias
published 1993 · Communication in Statistics-Theory and Methods · 82 citations
Two stage reliability tests for new series systems
published 1992 · Journal of Statistical Planning and Inference · 2 citations
with Saul Blumenthal
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