← All authors Fan Li Duke University (from arXiv:2106.00788, 2021) · ORCID · OpenAlex
161 papers in scope · 159 published · 3 on the econ.EM arXiv · 5,370 citations · h-index 33 (over the papers listed here)
Papers (3 of 161)
Addressing Cluster‐Level Treatment Effect Heterogeneity in Sample Size Determination for Hierarchical 2 × 2 Factorial Designs
published 2026 · Biometrical Journal
with Jiaqi Tong, Guangyu Tong
Moving Toward Best Practice When Using Propensity Score Weighting in Survey Observational Studies
published 2026 · Statistics in Medicine
with Yukang Zeng, Guangyu Tong
A tutorial on conducting sample size and power calculations for detecting treatment effect heterogeneity in cluster randomized trials with linear mixed models
published 2026 · International Journal of Epidemiology
with Mary Ryan Baumann, Monica Taljaard, Patrick J. Heagerty, Michael O. Harhay, Guangyu Tong, Rui Wang
working paper 2026 · arXiv
On the Mixed-Model Analysis of Covariance in Cluster-Randomized Trials
published 2026 · Statistical Science · 15 citations · first circulated 2021
Doubly Robust Estimation and Sensitivity Analysis With Outcomes Truncated by Death in Multi‐Arm Clinical Trials
published 2025 · Statistics in Medicine · 1 citations · first circulated 2024
with Jiaqi Tong, Chao Cheng, Guangyu Tong, Michael O. Harhay
Implementation of the ICH E9 (R1) addendum in vaccine efficacy studies: the hypothetical and principal stratum strategies
published 2025 · Journal of Biopharmaceutical Statistics · 1 citations
What's the Weight? Estimating Controlled Outcome Differences in Complex Surveys for Health Disparities Research
published 2025 · Statistics in Medicine · 2 citations · first circulated 2024
Model‐Robust Standardization in Cluster‐Randomized Trials
published 2025 · Statistics in Medicine · 3 citations
with Jiaqi Tong, Xi Fang, Chao Cheng, Brennan C Kahan, Bingkai Wang, Xueqi Wang, Patrick J. Heagerty
Designing Stepped Wedge Cluster Randomized Trials With a Baseline Measurement of the Outcome
published 2025 · Statistics in Medicine · 1 citations
with Kendra Davis-Plourde, Keith Goldfeld, Heather Allore, Monica Taljaard
A Bayesian Nonparametric Approach to Mediation and Spillover Effects with Multiple Mediators in Cluster-Randomized Trials
published 2025 · Journal of the American Statistical Association · 1 citations
with Yuki Ohnishi
Selecting the optimal longitudinal cluster randomized design with a continuous outcome: Parallel-arm, crossover, or stepped-wedge
published 2025 · Statistical Methods in Medical Research
with Jingxia Liu, Siobhan Sutcliffe, Graham A. Colditz
Trial Analysis and Interpretation in Critical Care Using the Evidential (Likelihood) Approach: Rationale and Practical Considerations
published 2025 · American Journal of Respiratory and Critical Care Medicine · 5 citations
with Fernando G. Zampieri, Peter Cahusac, Israel Silva Maia, Nadir Yehya, Nuala J. Meyer, Michael O. Harhay
Assessing Mediation in Cross‐Sectional Stepped Wedge Cluster Randomized Trials
published 2025 · Statistics in Medicine
with Zhiqiang Cao
Permutation tests for detecting treatment effect heterogeneity in cluster randomized trials
published 2025 · Statistical Methods in Medical Research · 1 citations
Revisiting representativeness
published 2025 · International Journal of Epidemiology · 3 citations
with Haidong Lu, Paul N Zivich, Jacqueline E. Rudolph, Zeyan Liew, Bhramar Mukherjee
Identification and multiply robust estimation in causal mediation analysis across principal strata
published 2025 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2 citations · first circulated 2023
with Chao Cheng
A Bayesian Approach to the G‐Formula via Iterative Conditional Regression
published 2025 · Statistics in Medicine
with Ruyi Liu, Liangyuan Hu, F. Perry Wilson, Joshua L. Warren
Generative Adversarial Adaptive Gcn For Distributed Photovoltaic Power Forecasting
published 2025 · Data Intelligence
with Yun Su, Ke Wang, Yingjie Tian, Mi Wen, Naiwang Guo
How Should Parallel Cluster Randomized Trials With a Baseline Period be Analyzed?—A Survey of Estimands and Common Estimators
published 2025 · Biometrical Journal · 4 citations · first circulated 2024
with Kenneth Menglin Lee
Power calculation for cross-sectional stepped wedge cluster randomized trials with a time-to-event endpoint
published 2025 · Biometrics · first circulated 2023
with Mary Ryan Baumann, Denise Esserman, Monica Taljaard
Gout drives metabolic dysfunction-associated steatotic liver disease through gut microbiota and inflammatory mediators
published 2025 · Scientific Reports · 8 citations
with Siyuan Liu, Yunjia Cai, Lin Sun, Linan Ren, Mengsha Yin, Huijuan Cui, Yujie Pan, Xiaokun Gang, Guixia Wang
What Is a Stepped-Wedge Cluster Randomized Trial?
published 2025 · JAMA Internal Medicine · 6 citations
with Bingkai Wang, Patrick J. Heagerty
Analysis of Cohort Stepped Wedge Cluster‐Randomized Trials With Nonignorable Dropout via Joint Modeling
published 2025 · Statistics in Medicine · 3 citations
with Alessandro Gasparini, Michael J. Crowther, Emiel O. Hoogendijk, Michael O. Harhay
Investigating the role of gut microbiota in diabetic nephropathy through plasma proteome mediated analysis
published 2025 · Scientific Reports · 5 citations
with Shaojie Fu, Jinyu Yu, Shengjie Ma, Li Zhang, Yanli Cheng
Weighting methods for truncation by death in cluster-randomized trials
published 2025 · Statistical Methods in Medical Research · 1 citations · first circulated 2024
with Dane Isenberg, Michael O. Harhay, Nandita Mitra
Correcting for bias due to mismeasured exposure in mediation analysis with a survival outcome
published 2025 · Journal of the Royal Statistical Society Series C (Applied Statistics) · first circulated 2023
with Chao Cheng, Donna Spiegelman
Addressing selection bias in cluster randomized experiments via weighting
published 2025 · Biometrics · 5 citations
with Georgia Papadogeorgou, Бо Лю
Network generalized estimating equations for complexly correlated data with applications to cluster randomized trials
published 2024 · Biostatistics
with Tom Chen, Rui Wang
Four targets: an enhanced framework for guiding causal inference from observational data
published 2024 · International Journal of Epidemiology · 6 citations
Using overlap weights to address extreme propensity scores in estimating restricted mean counterfactual survival times
published 2024 · American Journal of Epidemiology · 8 citations · first circulated 2023
A review of current practice in the design and analysis of extremely small stepped-wedge cluster randomized trials
published 2024 · Clinical Trials · 4 citations
with Guangyu Tong, Pascale Nevins, Mary Ryan, Kendra Davis-Plourde, Yongdong Ouyang, Jules Antoine Pereira Macedo, Can Meng, Xueqi Wang, Agnès Caille, Monica Taljaard
How to achieve model-robust inference in stepped wedge trials with model-based methods?
published 2024 · Biometrics · 21 citations
with Bingkai Wang, Xueqi Wang
Bayesian pathway analysis over brain network mediators for survival data
published 2024 · Biometrics · 2 citations
with Xinyuan Tian, Li Shen, Denise Esserman, Yize Zhao
Model‐assisted analysis of covariance estimators for stepped wedge cluster randomized experiments
published 2024 · Scandinavian Journal of Statistics · 11 citations
with Xinyuan Chen
Evaluating analytic models for individually randomized group treatment trials with complex clustering in nested and crossed designs
published 2024 · Statistics in Medicine · 6 citations
with Jonathan Moyer, Andrea J. Cook, Patrick J. Heagerty, Sherri Pals, Elizabeth L. Turner, Rui Wang, Yunji Zhou, Qilu Yu, Xueqi Wang, David M. Murray
Optimal designs using generalized estimating equations in cluster randomized crossover and stepped wedge trials
published 2024 · Statistical Methods in Medical Research · 5 citations
with Jingxia Liu
Maintaining the validity of inference from linear mixed models in stepped-wedge cluster randomized trials under misspecified random-effects structures
published 2024 · Statistical Methods in Medical Research · 18 citations · first circulated 2023
with Yongdong Ouyang, Monica Taljaard, Andrew Forbes
Demystifying estimands in cluster-randomised trials
published 2024 · Statistical Methods in Medical Research · 26 citations · first circulated 2023
with Brennan C Kahan, Bryan S. Blette, Michael O. Harhay, Scott D. Halpern, Vipul Jairath, Andrew Copas
Sample size and power calculation for testing treatment effect heterogeneity in cluster randomized crossover designs
published 2024 · Statistical Methods in Medical Research · 2 citations
with Xueqi Wang, Xinyuan Chen, Keith Goldfeld, Monica Taljaard
Causal interpretation of the hazard ratio in randomized clinical trials
published 2024 · Clinical Trials · 20 citations
with Michael P. Fay
Reply to Heitjan’s commentary
published 2024 · Clinical Trials · 1 citations
with Michael P. Fay
Assessing treatment effect heterogeneity in the presence of missing effect modifier data in cluster-randomized trials
published 2024 · Statistical Methods in Medical Research · 1 citations · first circulated 2022
with Bryan S. Blette, Scott D. Halpern, Michael O. Harhay
Doubly robust estimation and sensitivity analysis for marginal structural quantile models
published 2024 · Biometrics · 2 citations · first circulated 2022
with Chao Cheng, Liangyuan Hu
Covariate adjustment in randomized experiments with missing outcomes and covariates
published 2024 · Biometrika · 11 citations · first circulated 2023
Multiply robust generalized estimating equations for cluster randomized trials with missing outcomes
published 2024 · Statistics in Medicine · 3 citations
with Dustin J. Rabideau, Rui Wang
Association of marital/partner status with hospital readmission among young adults with acute myocardial infarction
published 2024 · PLoS ONE · 4 citations · first circulated 2023
with Cenjing Zhu, Rachel P. Dreyer, Erica S. Spatz, César Caraballo, Shiwani Mahajan, Valeria Raparelli, Erica C Leifheit, Yuan Lu, Harlan M. Krumholz, John A. Spertus, Gail D’Onofrio, Louise Pilote, …
Transporting randomized trial results to estimate counterfactual survival functions in target populations
published 2024 · Pharmaceutical Statistics · 3 citations
with Zhiqiang Cao, Youngjoo Cho
Planning stepped wedge cluster randomized trials to detect treatment effect heterogeneity
published 2023 · Statistics in Medicine · 7 citations
with Xinyuan Chen, Zizhong Tian, Rui Wang, Patrick J. Heagerty
Model-Robust and Efficient Covariate Adjustment for Cluster-Randomized Experiments
published 2023 · Journal of the American Statistical Association · 20 citations · first circulated 2022
Designing individually randomized group treatment trials with repeated outcome measurements using generalized estimating equations
published 2023 · Statistics in Medicine · 8 citations
with Xueqi Wang, Elizabeth L. Turner
Group sequential two‐stage preference designs
published 2023 · Statistics in Medicine
with Ruyi Liu, Denise Esserman, Mary Ryan
Adherence to key recommendations for design and analysis of stepped-wedge cluster randomized trials: A review of trials published 2016–2022
published 2023 · Clinical Trials · 24 citations
with Pascale Nevins, Mary Ryan, Kendra Davis-Plourde, Yongdong Ouyang, Jules Antoine Pereira Macedo, Can Meng, Guangyu Tong, Xueqi Wang, Luis Ortiz-Reyes, Agnès Caille, Monica Taljaard
A mixed model approach to estimate the survivor average causal effect in cluster‐randomized trials
published 2023 · Statistics in Medicine · 6 citations
Sample Size Requirements to Test Subgroup-Specific Treatment Effects in Cluster-Randomized Trials
published 2023 · Prevention Science · 9 citations
with Xueqi Wang, Keith Goldfeld, Monica Taljaard
Designing multicenter individually randomized group treatment trials
published 2023 · Biometrical Journal · 5 citations
with Guangyu Tong, Jiaqi Tong
Sample size requirements for testing treatment effect heterogeneity in cluster randomized trials with binary outcomes
published 2023 · Statistics in Medicine · 4 citations
Competing risks regression for clustered survival data via the marginal additive subdistribution hazards model
published 2023 · Statistica Neerlandica · 2 citations · first circulated 2021
with Xinyuan Chen, Denise Esserman
Estimating the causal effects of multiple intermittent treatments with application to COVID-19
published 2023 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 3 citations
with Liangyuan Hu, Jiayi Ji, Himanshu Joshi, Erick R. Scott
Information content of stepped wedge designs under the working independence assumption
published 2023 · Journal of Statistical Planning and Inference · 7 citations
with Zibo Tian
Propensity score weighting methods for causal subgroup analysis with time-to-event outcomes
published 2023 · Statistical Methods in Medical Research · 2 citations
with Siyun Yang, Ruiwen Zhou, Laine Thomas
Informative cluster size in cluster-randomised trials: A case study from the TRIGGER trial
published 2023 · Clinical Trials · 22 citations
with Brennan C Kahan, Bryan S. Blette, Vipul Jairath, Andrew Copas, Michael O. Harhay
Maximin optimal cluster randomized designs for assessing treatment effect heterogeneity
published 2023 · Statistics in Medicine · 6 citations
with Mary Ryan, Denise Esserman
Sample size considerations for assessing treatment effect heterogeneity in randomized trials with heterogeneous intracluster correlations and variances
published 2023 · Statistics in Medicine · 22 citations
with Guangyu Tong, Monica Taljaard
Causal Bayesian machine learning to assess treatment effect heterogeneity by dexamethasone dose for patients with COVID-19 and severe hypoxemia
published 2023 · Scientific Reports · 17 citations
with Bryan S. Blette, Anders Granholm, Manu Shankar-Hari, Theis Lange, Marie Warrer Munch, Morten Hylander Møller, Anders Perner, Michael O. Harhay
Leveraging baseline covariates to analyze small cluster‐randomized trials with a rare binary outcome
published 2023 · Biometrical Journal · 8 citations · first circulated 2022
with Yaqian Zhu, Nandita Mitra, Karla Hemming, Michael O. Harhay, Angela Y. Zhu
Accounting for expected attrition in the planning of cluster randomized trials for assessing treatment effect heterogeneity
published 2023 · BMC Medical Research Methodology · 5 citations
with Jiaqi Tong, Michael O. Harhay, Guangyu Tong
Bayesian causal inference: a critical review
published 2023 · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 73 citations · first circulated 2022
Accounting for complex intracluster correlations in longitudinal cluster randomized trials: a case study in malaria vector control
published 2023 · BMC Medical Research Methodology · 11 citations
with Yongdong Ouyang, Manisha A. Kulkarni, Natacha Protopopoff, Monica Taljaard
Mediation analysis in the presence of continuous exposure measurement error
published 2023 · Statistics in Medicine · 7 citations
with Chao Cheng, Donna Spiegelman
A Bayesian Approach for Estimating the Survivor Average Causal Effect When Outcomes Are Truncated by Death in Cluster-Randomized Trials
published 2023 · American Journal of Epidemiology · 7 citations
with Guangyu Tong, Xinyuan Chen, Shashivadan P. Hirani, Stanton Newman, Wei Wang, Michael O. Harhay
Eliminating Ambiguous Treatment Effects Using Estimands
published 2023 · American Journal of Epidemiology · 44 citations
with Brennan C Kahan, Suzie Cro, Michael O. Harhay
Addressing substantial covariate imbalance with propensity score stratification and balancing weights: connections and recommendations
published 2023 · Epidemiologic Methods · 7 citations
with Laine Thomas, Steven Thomas, Roland Matsouaka
Using propensity scores for racial disparities analysis
published 2023 · Observational Studies · 17 citations · first circulated 2022
Improving sandwich variance estimation for marginal Cox analysis of cluster randomized trials
published 2022 · Biometrical Journal · 11 citations
with Xueqi Wang, Elizabeth L. Turner
Power analyses for stepped wedge designs with multivariate continuous outcomes
published 2022 · Statistics in Medicine · 8 citations
with Kendra Davis-Plourde, Monica Taljaard
power swgee: GEE-based power calculations in stepped wedge cluster randomized trials
published 2022 · The Stata Journal Promoting communications on statistics and Stata · 7 citations
with John A. Gallis, Xueqi Wang, Paul J. Rathouz, John S. Preisser, Elizabeth L. Turner
Assessing Exposure-Time Treatment Effect Heterogeneity in Stepped-Wedge Cluster Randomized Trials
published 2022 · Biometrics · 33 citations
Simulating time-to-event data subject to competing risks and clustering: A review and synthesis
published 2022 · Statistical Methods in Medical Research · 4 citations
with Can Meng, Denise Esserman, Yize Zhao, Ondřej Bláha, Wenhan Lu, Yuxuan Wang, Peter Peduzzi, Erich J. Greene
Causal Inference with Spatio-Temporal Data: Estimating the Effects of Airstrikes on Insurgent Violence in Iraq
published 2022 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 19 citations · first circulated 2020
A general method for calculating power for GEE analysis of complete and incomplete stepped wedge cluster randomized trials
published 2022 · Statistical Methods in Medical Research · 21 citations
with Ying Zhang, John S. Preisser, Elizabeth L. Turner, Paul J. Rathouz, Mark Toles
Generalizing the information content for stepped wedge designs: A marginal modeling approach
published 2022 · Scandinavian Journal of Statistics · 11 citations
with Jessica Kasza, Elizabeth L. Turner, Paul J. Rathouz, Andrew Forbes, John S. Preisser
A note on identification of causal effects in cluster randomized trials with post-randomization selection bias
published 2022 · Communication in Statistics-Theory and Methods · 9 citations
with Zizhong Tian, Zibo Tian
Is the Product Method More Efficient Than the Difference Method for Assessing Mediation?
published 2022 · American Journal of Epidemiology · 11 citations
with Chao Cheng, Donna Spiegelman
Design and analysis of cluster randomized trials with time‐to‐event outcomes under the additive hazards mixed model
published 2022 · Statistics in Medicine · 8 citations
with Ondřej Bláha, Denise Esserman
Designing three-level cluster randomized trials to assess treatment effect heterogeneity
published 2022 · Biostatistics · 17 citations
with Xinyuan Chen, Zizhong Tian, Denise Esserman, Patrick J. Heagerty, Rui Wang
PSweight: An R Package for Propensity Score Weighting Analysis
published 2022 · The R Journal · 17 citations
with Tianhui Zhou, Guangyu Tong, Laine Thomas
Sample size calculators for planning stepped-wedge cluster randomized trials: a review and comparison
published 2022 · International Journal of Epidemiology · 60 citations
with Yongdong Ouyang, John S. Preisser, Monica Taljaard
Clustered restricted mean survival time regression
published 2022 · Biometrical Journal · 5 citations
with Xinyuan Chen, Michael O. Harhay
Power Analysis for Cluster Randomized Trials with Continuous Coprimary Endpoints
published 2022 · Biometrics · 8 citations · first circulated 2021
with Siyun Yang, Mirjam Moerbeek, Monica Taljaard
Causal analysis of central bank holdings of corporate bonds under interference
published 2022 · Economic Modelling · 54 citations
PROMISE-MG: A Multicenter Prospective Observational Comparative Effectiveness Study of Myasthenia Gravis Treatments (S29.001)
published 2022 · Neurology
with Pushpa Narayanaswami, Donald B. Sanders, Jeff Guptill, Rishi Desai, Bo Liu, Jürgen Venitz, Andrew Krueger, Kathie Bibeau
Pragmatic clinical trial design in emergency medicine: Study considerations and design types
published 2022 · Academic Emergency Medicine · 8 citations
with Cameron J. Gettel, Maame Yaa A. B. Yiadom, Steven L. Bernstein, Corita R. Grudzen, Bidisha Nath, Ula Hwang, Erik P. Hess, Edward R. Melnick
Design and analysis of partially randomized preference trials with propensity score stratification
published 2022 · Statistical Methods in Medical Research · 10 citations
with Yumin Wang, Ondřej Bláha, Can Meng, Denise Esserman
Blood pressure response to commonly administered antihypertensives for severe inpatient hypertension
published 2022 · PLoS ONE · 11 citations
with Lama Ghazi, Xinyuan Chen, Michael Simonov, Yu Yamamoto, Aditya Biswas, Jonathan Hanna, Tayyab Shah, Aldo J. Peixoto, F. Perry Wilson
A Causal Mediation Model for Longitudinal Mediators and Survival Outcomes with an Application to Animal Behavior
published 2022 · Journal of Agricultural Biological and Environmental Statistics · 10 citations · first circulated 2021
Generalizing Trial Evidence to Target Populations in Non-Nested Designs: Applications to AIDS Clinical Trials
published 2022 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 12 citations
with Ashley Buchanan, Stephen R. Cole
A comparison of analytical strategies for cluster randomized trials with survival outcomes in the presence of competing risks
published 2022 · Statistical Methods in Medical Research · 12 citations
with Wenhan Lu, Yuxuan Wang, Zehua Pan, Erich J. Greene, Guanqun Meng, Can Meng, Ondřej Bláha, Yize Zhao, Peter Peduzzi, Denise Esserman
Finite‐sample adjustments in variance estimators for clustered competing risks regression
published 2022 · Statistics in Medicine · 8 citations
with Xinyuan Chen
Constrained randomization and statistical inference for multi‐arm parallel cluster randomized controlled trials
published 2022 · Statistics in Medicine · 10 citations · first circulated 2021
with Yunji Zhou, Elizabeth L. Turner, Ryan Simmons
Sample size calculation in hierarchical 2×2 factorial trials with unequal cluster sizes
published 2022 · Statistics in Medicine · 8 citations
with Zizhong Tian, Denise Esserman, Guangyu Tong, Ondřej Bláha, James Dziura, Peter Peduzzi
A note on semiparametric efficient generalization of causal effects from randomized trials to target populations
published 2021 · Communication in Statistics-Theory and Methods · 8 citations
Accounting for unequal cluster sizes in designing cluster randomized trials to detect treatment effect heterogeneity
published 2021 · Statistics in Medicine · 24 citations
with Guangyu Tong, Denise Esserman
Propensity Score Weighting Analysis of Survival Outcomes Using Pseudo-Observations
published 2021 · Statistica Sinica · 9 citations
Power considerations for generalized estimating equations analyses of four‐level cluster randomized trials
published 2021 · Biometrical Journal · 14 citations
with Xueqi Wang, Elizabeth L. Turner, John S. Preisser
Clarifying selection bias in cluster randomized trials
published 2021 · Clinical Trials · 33 citations
with Zizhong Tian, Jennifer F. Bobb, Georgia Papadogeorgou
Methodological challenges in pragmatic trials in Alzheimer’s disease and related dementias: Opportunities for improvement
published 2021 · Clinical Trials · 8 citations
with Monica Taljaard, Bo Qin, Caroline Cui, Leyi Zhang, Stuart G. Nicholls, Kelly Carroll, Susan L. Mitchell
A Bayesian approach for estimating the partial potential impact fraction with exposure measurement error under a main study/internal validation design
published 2021 · Statistical Methods in Medical Research · 1 citations
with Xinyuan Chen, Joseph T. Chang, Donna Spiegelman
Sample size considerations for stepped wedge designs with subclusters
published 2021 · Biometrics · 20 citations
with Kendra Davis-Plourde, Monica Taljaard
Impact of complex, partially nested clustering in a three-arm individually randomized group treatment trial: A case study with the wHOPE trial
published 2021 · Clinical Trials · 9 citations
with Guangyu Tong, Karen H. Seal, William C. Becker, James Dziura, Peter Peduzzi, Denise Esserman
Impact of unequal cluster sizes for GEE analyses of stepped wedge cluster randomized trials with binary outcomes
published 2021 · Biometrical Journal · 26 citations
with Zibo Tian, John S. Preisser, Denise Esserman, Elizabeth L. Turner, Paul J. Rathouz
Covariate adjustment in subgroup analyses of randomized clinical trials: A propensity score approach
published 2021 · Clinical Trials · 14 citations
with Siyun Yang, Laine Thomas
Estimating heterogeneous survival treatment effect in observational data using machine learning
published 2021 · Statistics in Medicine · 76 citations
with Liangyuan Hu, Jiayi Ji
working paper 2021 · arXiv · 1 citations
Causal mediation analysis for sparse and irregular longitudinal data
published 2021 · The Annals of Applied Statistics · 25 citations · first circulated 2020
Sample size estimation for modified Poisson analysis of cluster randomized trials with a binary outcome
published 2021 · Statistical Methods in Medical Research · 25 citations
with Guangyu Tong
Sample size and power considerations for cluster randomized trials with count outcomes subject to right truncation
published 2021 · Biometrical Journal · 16 citations
with Guangyu Tong
Marginal modeling of cluster-period means and intraclass correlations in stepped wedge designs with binary outcomes
published 2020 · Biostatistics · 37 citations
with Hengshi Yu, Paul J. Rathouz, Elizabeth L. Turner, John S. Preisser
Propensity score weighting for covariate adjustment in randomized clinical trials
published 2020 · Statistics in Medicine · 59 citations
The extension of 2-in-1 adaptive phase 2/3 designs and its application in oncology clinical trials
published 2020 · Contemporary Clinical Trials · 10 citations
with Jing Zhao, Wen Li
Sample size requirements for detecting treatment effect heterogeneity in cluster randomized trials
published 2020 · Statistics in Medicine · 38 citations
with Siyun Yang, Monique A. Starks, Adrian F. Hernandez, Robert J. Mentz, Kingshuk Roy Choudhury
published 2020 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 20 citations
A note on the estimation and inference with quadratic inference functions for correlated outcomes
published 2020 · Communications in Statistics - Simulation and Computation · 1 citations
with Hengshi Yu, Guangyu Tong
Comment: Stabilizing the Doubly-Robust Estimators of the Average Treatment Effect under Positivity Violations
published 2020 · Statistical Science · 8 citations
Mixed-effects models for the design and analysis of stepped wedge cluster randomized trials: An overview
published 2020 · Statistical Methods in Medical Research · 207 citations
with James P. Hughes, Karla Hemming, Monica Taljaard, Edward R. Melnick, Patrick J. Heagerty
Secondary analysis of case‐control association studies: Insights on weighting‐based inference motivate a new specification test
published 2020 · Statistics in Medicine · 2 citations
with Andrew S. Allen
xtgeebcv: A command for bias-corrected sandwich variance estimation for GEE analyses of cluster randomized trials
published 2020 · The Stata Journal Promoting communications on statistics and Stata · 40 citations
with John A. Gallis, Elizabeth L. Turner
Overlap Weighting
published 2020 · JAMA · 783 citations
with Laine Thomas, Michael Pencina
Quantitative Analysis of Salivary Oral Bacteria Associated with Severe Early Childhood Caries and Construction of Caries Assessment Model
published 2020 · Scientific Reports · 45 citations
with Lijuan Zhang, Tongzheng Sun, Pengfei Zhu, Zheng Sun, Shanshan Li, Ying Zhang, Kaixuan Tan, Jie Lu, Rongtao Yuan, Zheng-Gang Chen, Dawei Guo, Qingyuan Guo, …
Using Propensity Score Methods to Create Target Populations in Observational Clinical Research
published 2020 · JAMA · 183 citations
with Laine Thomas, Michael Pencina
Reconsidering Generative Objectives For Counterfactual Reasoning
published 2020 · Neural Information Processing Systems · 15 citations
with Danni Lu, Chenyang Tao, Junya Chen, Feng Guo, Lawrence Carin
no link
Design and analysis considerations for cohort stepped wedge cluster randomized trials with a decay correlation structure
published 2019 · Statistics in Medicine · 55 citations
Propensity score weighting for causal inference with multiple treatments
published 2019 · The Annals of Applied Statistics · 157 citations · first circulated 2018
with Li Fan
Subgroup balancing propensity score
published 2019 · Statistical Methods in Medical Research · 59 citations · first circulated 2017
A Bracketing Relationship between Difference-in-Differences and Lagged-Dependent-Variable Adjustment
published 2019 · Political Analysis · 75 citations
Properties and pitfalls of weighting as an alternative to multilevel multiple imputation in cluster randomized trials with missing binary outcomes under covariate-dependent missingness
published 2019 · Statistical Methods in Medical Research · 19 citations
with Elizabeth L. Turner, Lanqiu Yao, Mélanie Prague
Models for Small Area Estimation for Census Tracts
published 2019 · Geographical Analysis · 9 citations
with John Logan, Cici Bauer, Jun Ke, Hongwei Xu
cvcrand: A Package for Covariate-constrained Randomization and the Clustered Permutation Test for Cluster Randomized Trials
published 2019 · The R Journal · 16 citations
with Hengshi Yu, Alisha John, L. Turner Elizabeth
Double-Robust Estimation in Difference-in-Differences with an Application to Traffic Safety Evaluation
published 2019 · Observational Studies · 10 citations
Power and sample size requirements for GEE analyses of cluster randomized crossover trials
published 2018 · Statistics in Medicine · 56 citations
with Andrew Forbes, Elizabeth L. Turner, John S. Preisser
RE:“ADDRESSING EXTREME PROPENSITY SCORES VIA THE OVERLAP WEIGHTS”
published 2018 · American Journal of Epidemiology · 665 citations
with Laine Thomas, Chao Cheng
Sample Size Determination for GEE Analyses of Stepped Wedge Cluster Randomized Trials
published 2018 · Biometrics · 98 citations
with Elizabeth L. Turner, John S. Preisser
Cvcrand and Cptest: Commands for Efficient Design and Analysis of Cluster Randomized Trials Using Constrained Randomization and Permutation Tests
published 2018 · The Stata Journal Promoting communications on statistics and Stata · 36 citations
with John A. Gallis, Hengshi Yu, Elizabeth L. Turner
Causal Inference: A Missing Data Perspective
published 2018 · Statistical Science · 124 citations · first circulated 2017
Optimal allocation of clusters in cohort stepped wedge designs
published 2018 · Statistics & Probability Letters · 39 citations
with Elizabeth L. Turner, John S. Preisser
Disease Mapping With Generative Models
published 2017 · The American Statistician · 8 citations · first circulated 2016
with Feifei Wang, Jian Wang, Alan E. Gelfand
Accommodating the ecological fallacy in disease mapping in the absence of individual exposures
published 2017 · Statistics in Medicine · 13 citations
with Feifei Wang, Jian Wang, Alan E. Gelfand
Review of Recent Methodological Developments in Group-Randomized Trials: Part 2—Analysis
published 2017 · American Journal of Public Health · 204 citations
with Elizabeth L. Turner, Mélanie Prague, John A. Gallis, David M. Murray
Review of Recent Methodological Developments in Group-Randomized Trials: Part 1—Design
published 2017 · American Journal of Public Health · 166 citations
with Elizabeth L. Turner, John A. Gallis, Mélanie Prague, David M. Murray
Do Debit Cards Decrease Cash Demand?: Causal Inference and Sensitivity Analysis Using Principal Stratification
published 2016 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 10 citations · first circulated 2015
Evaluating the causal effect of university grants on student dropout: Evidence from a regression discontinuity design using principal stratification
published 2015 · The Annals of Applied Statistics · 41 citations
An evaluation of constrained randomization for the design and analysis of group‐randomized trials with binary outcomes
published 2015 · Statistics in Medicine · 107 citations
with Yuliya Lokhnygina, David M. Murray, Patrick J. Heagerty, Elizabeth R. DeLong, Elizabeth L. Turner, William M. Vollmer
A spatiotemporal quantile regression model for emergency department expenditures
published 2015 · Statistics in Medicine · 20 citations
with Brian Neelon, Lane F. Burgette, Sara E. Benjamin Neelon
Bayesian Regularization via Graph Laplacian
published 2014 · Bayesian Analysis · 36 citations
with Fei Liu, Sounak Chakraborty, Yan Liu, Aurélie Lozano
Exploiting multiple outcomes in Bayesian principal stratification analysis with application to the evaluation of a job training program
published 2013 · The Annals of Applied Statistics · 52 citations
Multiple Imputation by Ordered Monotone Blocks With Application to the Anthrax Vaccine Research Program
published 2013 · Journal of Computational and Graphical Statistics · 36 citations
Propensity score weighting with multilevel data
published 2013 · Statistics in Medicine · 268 citations
with Alan M. Zaslavsky, Mary Beth Landrum
A Bayesian Semiparametric Approach to Intermediate Variables in Causal Inference
published 2011 · Journal of the American Statistical Association · 70 citations
Bayesian Variable Selection in Structured High-Dimensional Covariate Spaces With Applications in Genomics
published 2010 · Journal of the American Statistical Association · 203 citations
with Nancy R. Zhang
Polydesigns and Causal Inference
published 2005 · Biometrics · 5 citations
with Constantine Frangakis
THE ROLE OF AN EXPLICIT CAUSAL FRAMEWORK IN AFFECTED SIB PAIR DESIGNS WITH COVARIATES
published 2005 · Optics Express
with Constantine Frangakis, Betty Doan
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