← All authors Dylan S. Small University of Pennsylvania (from arXiv:2602.14414, 2026) · ORCID · OpenAlex
214 papers in scope · 212 published · 3 on the econ.EM arXiv · 8,796 citations · h-index 43 (over the papers listed here)
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Kyunghoon Ban Désiré Kédagni Pan Zhao Aibo Gong Sooahn Shin Jonathan Roth Jinghao Sun Pedro H. C. Sant’Anna Siddhartha Chib Kenichi Shimizu Alyssa Bilinski John Poe Yifan Cui Brantly Callaway Eric Tchetgen Tchetgen Raiden B. Hasegawa Ting Ye Augustine Denteh Luke Keele Xueyan Zhao 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 (3 of 214)
Exploration, Confirmation, and Replication in the Same Observational Study: A Two Team Cross-Screening Approach to Studying the Effect of Unwanted Pregnancy on Mothers’ Later Life Outcomes
published 2026 · Journal of the American Statistical Association
with Samrat Roy, Marina Bogomolov, Ruth Heller, Amy M. Claridge, Tishra Beeson
working paper 2026 · arXiv
On the Mixed-Model Analysis of Covariance in Cluster-Randomized Trials
published 2026 · Statistical Science · 15 citations · first circulated 2021
with Bingkai Wang, Michael O. Harhay, Jiaqi Tong, Tim P. Morris, F. Li, Fan Li
Test-negative Designs with Various Reasons for Testing: Statistical Bias and Solution
published 2025 · Epidemiology · 1 citations · first circulated 2023
The effects of a smoking cessation intervention on mortality after a 32.5-year follow-up period: a randomized clinical trial
published 2025 · American Journal of Epidemiology · 1 citations
with Jeffrey Zhang, John Connett
Planning for gold: Hypothesis screening with split samples for valid powerful testing in matched observational studies
published 2025 · Biometrika · first circulated 2024
with William Bekerman, Abhinandan Dalal, Carlo del Ninno
Sensitivity analysis for attributable effects in case2 studies
published 2025 · Biometrics · first circulated 2024
Using case description information to reduce sensitivity to bias for the attributable fraction among the exposed
published 2025 · Journal of the Royal Statistical Society Series A (Statistics in Society) · first circulated 2022
with Kan Chen, Jing Cheng, M. Elizabeth Halloran, Chen Kan
Sensitivity analysis and power in the presence of many weak instruments: Application to the effect of incarceration on future earnings
published 2025 · The Annals of Applied Statistics
with Ashkan Ertefaie, Jesse Y. Hsu, Harding Harding, Jeffrey D. Morenoff
Effect of exogenous testosterone on cardiovascular, cerebrovascular, and thromboembolic adverse events: results of three complementary research designs
published 2025 · American Journal of Epidemiology · 1 citations
Derivation of a multivariate longitudinal causal effects model
published 2025 · Journal of Applied Statistics · 1 citations
with Halima S. Twabi, Samuel Manda, Hans-Peter Kohler
Combining Broad and Narrow Case Definitions in Matched Case-Control Studies: Firearms in the Home and Suicide Risk
published 2024 · Journal of the American Statistical Association · 2 citations · first circulated 2021
Rejoinder: Protocols for Observational Studies: Methods and Open Problems
published 2024 · Statistical Science · 2 citations
Identification and Inference with Invalid Instruments
published 2024 · Annual Review of Statistics and Its Application · 4 citations
Optimal refinement of strata to balance covariates
published 2024 · Biometrics · 2 citations
with Katherine Brumberg, Paul R. Rosenbaum
Sensitivity analysis for matched observational studies with continuous exposures and binary outcomes
published 2024 · Biometrika · 3 citations
Does matching introduce confounding or selection bias into the matched case-control design?
published 2024 · Observational Studies · 5 citations
Structural mean models for instrumented difference-in-differences
published 2024 · Electronic Journal of Statistics · 2 citations · first circulated 2022
Pre-analysis protocol for an observational study on the effects of adolescent sports participation on health in early adulthood
published 2024 · Observational Studies · 1 citations · first circulated 2022
with Ajinkya H. Kokandakar, Yuzhou Lin, Steven Jin, Jordan Weiss, Amanda R. Rabinowitz, Reuben A. Buford May, Sameer K. Deshpande, Ajinkya H Kokandakar
Model-Robust and Efficient Covariate Adjustment for Cluster-Randomized Experiments
published 2023 · Journal of the American Statistical Association · 20 citations · first circulated 2022
A mixed model approach to estimate the survivor average causal effect in cluster‐randomized trials
published 2023 · Statistics in Medicine · 6 citations
Marshall Joffe’s Contributions to Causal Inference, Biostatistics, and Epidemiology
published 2023 · American Journal of Epidemiology
A nonparametric binomial likelihood approach for causal inference in instrumental variable models
published 2023 · Journal of the Korean Statistical Society · 2 citations · first circulated 2016
with Kwonsang Lee, Bhaswar B. Bhattacharya, Jing Qin
published 2023 · Journal of the American Statistical Association · 15 citations · first circulated 2020
Sensitivity Analysis for Observational Studies with Recurrent Events
published 2023 · Lifetime Data Analysis · 1 citations
Group sequential testing under instrumented difference‐in‐differences approach
published 2023 · Statistics in Medicine · 1 citations
Instrumental variables: to strengthen or not to strengthen?
published 2023 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 9 citations
Using remotely monitored patient activity patterns after hospital discharge to predict 30 day hospital readmission: a randomized trial
published 2023 · Scientific Reports · 20 citations
with Mitesh S. Patel, Kevin G. Volpp, Genevieve P. Kanter, Sae-Hwan Park, Chalanda N. Evans, Daniel Polsky
Using natural strata when examining unmeasured biases in an observational study of neurological side effects of antibiotics
published 2023 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 7 citations
with Katherine Brumberg, Darcy E. Ellis, Sean Hennessy, Paul R. Rosenbaum
Social distancing and COVID-19: Randomization inference for a structured dose-response relationship
published 2023 · The Annals of Applied Statistics · 4 citations · first circulated 2020
RobustIV and controlfunctionIV: Causal Inference for Linear and Nonlinear Models with Invalid Instrumental Variables
published 2023 · Observational Studies · 1 citations
Rejoinder to “Instrumented Difference-in-Differences”
published 2022 · Biometrics
Randomization-Based Test for Censored Outcomes: A New Look at the Logrank Test
published 2022 · Statistical Science · 3 citations · first circulated 2021
Instrumented Difference-in-Differences
published 2022 · Biometrics · 18 citations · first circulated 2020
The Future of Causal Inference
published 2022 · American Journal of Epidemiology · 28 citations
with Nandita Mitra, Jason Roy
Automated Analysis of Low-Field Brain MRI in Cerebral Malaria
published 2022 · Biometrics · 9 citations · first circulated 2020
with Danni Tu, Manu S. Goyal, Jordan D. Dworkin, Samuel Kampondeni, Lorenna Vidal, Eric Biondo-Savin, Sandeep Juvvadi, Prashant Raghavan, Jennifer M. Nicholas, Karen Chetcuti, Kelly Clark, Timothy Robert-Fitzgerald, …
Evidence factors from multiple, possibly invalid, instrumental variables
published 2022 · The Annals of Statistics · 7 citations
Using Randomized Rounding of Linear Programs to Obtain Unweighted Natural Strata that Balance Many Covariates
published 2022 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 6 citations
with Katherine Brumberg, Paul R. Rosenbaum
The Effect Of Clinician Feedback Interventions On Opioid Prescribing
published 2022 · Health Affairs · 43 citations
Selective Inference for Effect Modification Via the Lasso
published 2021 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 29 citations · first circulated 2017
with Qingyuan Zhao, Ashkan Ertefaie
The information in covariate imbalance in studies of hormone replacement therapy
published 2021 · The Annals of Applied Statistics · 5 citations
with Ruoqi Yu, Paul R. Rosenbaum
Retrospective survey of youth sports participation: Development and assessment of reliability using school records
published 2021 · PLoS ONE · 9 citations
with Steven Jin, Amanda R. Rabinowitz, Jordan Weiss, Sameer K. Deshpande, Nitika Gupta, Reuben A. Buford May
Matching One Sample According to Two Criteria in Observational Studies
published 2021 · Journal of the American Statistical Association · 19 citations
with Bo Zhang, Karen B. Lasater, Matthew D. McHugh, Jeffrey H. Silber, Paul R. Rosenbaum
The Case-Control Approach Can be More Powerful for Matched Pair Observational Studies When the Outcome is Rare
published 2021 · The American Statistician · 1 citations
with Wei Wang, Guy Cafri, Elizabeth W. Paxton
A Note on Posttreatment Selection in Studying Racial Discrimination in Policing
published 2021 · American Political Science Review · 13 citations · first circulated 2020
Nonparametric Maximum Likelihood Estimation Under a Likelihood Ratio Order
published 2021 · Statistica Sinica · 9 citations · first circulated 2019
with Ted Westling, Kevin J. Downes
Participation in Collision Sports and Cognitive Aging Among Swedish Twins
published 2021 · American Journal of Epidemiology · 9 citations
Increasing Power for Observational Studies of Aberrant Response: An Adaptive Approach
published 2021 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 12 citations · first circulated 2019
Discovering Heterogeneous Exposure Effects Using Randomization Inference in Air Pollution Studies
published 2021 · Journal of the American Statistical Association · 15 citations
with Kwonsang Lee, Francesca Dominici
Introduction to the Theory and Methods Special Issue on Precision Medicine and Individualized Policy Discovery
published 2021 · Journal of the American Statistical Association · 10 citations
with Michael R. Kosorok, Eric B. Laber, Donglin Zeng
ivmodel: An R Package for Inference and Sensitivity Analysis of Instrumental Variables Models with One Endogenous Variable
published 2021 · Observational Studies · 13 citations · first circulated 2020
Sharpening the Rosenbaum Sensitivity Bounds to Address Concerns About Interactions Between Observed and Unobserved Covariates
published 2021 · Statistica Sinica · 5 citations · first circulated 2020
with Siyu Heng
Optimal Matching for Observational Studies That Integrate Quantitative and Qualitative Research
published 2021 · Statistics and Public Policy · 2 citations
with Ruoqi Yu, David J. Harding, José Aveldanes, Paul R. Rosenbaum
Comparing Covariate Prioritization via Matching to Machine Learning Methods for Causal Inference Using Five Empirical Applications
published 2020 · The American Statistician · 4 citations
A method to aid statistical judgment on outliers: Comment on Hill's The Statistician in Medicine
published 2020 · Statistics in Medicine · 1 citations
with Jeffrey Zhang, Bo Zhang
A Conversation with Tze Leung Lai
published 2020 · Statistical Science · 2 citations
with Ying Lü, Zhiliang Ying
Estimating Malaria Vaccine Efficacy in the Absence of a Gold Standard Case Definition: Mendelian Factorial Design
published 2020 · Journal of the American Statistical Association · 1 citations · first circulated 2019
Two robust tools for inference about causal effects with invalid instruments
published 2020 · Biometrics · 10 citations
Assessment of the extent of corroboration of an elaborate theory of a causal hypothesis using partial conjunctions of evidence factors
published 2020 · The Annals of Statistics · 10 citations
with Bikram Karmakar
New multivariate tests for assessing covariate balance in matched observational studies
published 2020 · Biometrics · 7 citations · first circulated 2016
with Hao Chen
Semiparametric models and inference for the effect of a treatment when the outcome is nonnegative with clumping at zero
published 2020 · Biometrics · 5 citations
with Jing Cheng
Semiparametric estimation of the attributable fraction when there are interactions under monotonicity constraints
published 2020 · BMC Medical Research Methodology
with Wei Wang, Michael O. Harhay
Impact of Regression to the Mean on the Synthetic Control Method
published 2020 · Epidemiology · 16 citations
A Calibrated Sensitivity Analysis for Matched Observational Studies with Application to the Effect of Second-Hand Smoke Exposure on Blood Lead Levels in Children
published 2020 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 16 citations · first circulated 2018
with Bo Zhang
Editorial: Special Issue on “Causal Inference”
published 2020 · Statistical Science
with Jason Roy
Number of Healthcare Workers Who Have Died of COVID-19
published 2020 · Epidemiology · 16 citations
with Bo Zhang
Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score
published 2020 · The Annals of Statistics · 809 citations · first circulated 2018
with Qingyuan Zhao, Jingshu Wang, Gibran Hemani, Jack Bowden
Correction
published 2020 · Statistics in Medicine
with Mike Baiocchi, Jing Cheng
A test for differential ascertainment in case‐control studies with application to child maltreatment
published 2020 · Statistics in Medicine · first circulated 2019
with Matteo Sordello
Finding the Strength in a Weak Instrument in a Study of Cognitive Outcomes Produced by Catholic High Schools
published 2020 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 8 citations
with Siyu Heng, Paul R. Rosenbaum
Causal Inference With Two Versions of Treatment
published 2020 · Journal of Educational and Behavioral Statistics · 2 citations
Reinforced Designs: Multiple Instruments Plus Control Groups as Evidence Factors in an Observational Study of the Effectiveness of Catholic Schools
published 2020 · Journal of the American Statistical Association · 8 citations
with Bikram Karmakar, Paul R. Rosenbaum
The association between adolescent football participation and early adulthood depression
published 2020 · PLoS ONE · 29 citations
Spending And Quality After Three Years Of Medicare’s Voluntary Bundled Payment For Joint Replacement Surgery
published 2020 · Health Affairs · 67 citations
Constructing a More Closely Matched Control Group in a Difference-in-Differences Analysis: Its Effect on History Interacting with Group Bias
published 2020 · Observational Studies · 2 citations
with Pallavi Basu
Using Evidence Factors to Clarify Exposure Biomarkers
published 2019 · American Journal of Epidemiology · 12 citations
with Bikram Karmakar, Paul R. Rosenbaum
Mobility and outcomes for validated evidence – Incentive trial (MOVE IT): Randomized clinical trial study protocol
published 2019 · Contemporary Clinical Trials · 7 citations
with Heather M. Greysen, Catherine Reale, Ashley Mercede, Mitesh S. Patel, Christopher K. Snider, Charles Rareshide, Scott D. Halpern, S. Ryan Greysen
Observational Study of the Associations of Participation in High School Football With Self-Rated Health, Obesity, and Pain in Adulthood
published 2019 · American Journal of Epidemiology · 6 citations
with Timothy G. Gaulton, Sameer K. Deshpande, Mark D. Neuman
working paper 2019 · arXiv · 2 citations
Correction
published 2019 · Statistics in Medicine
with Michael Baiocchi, Jing Cheng
Sensitivity Analysis for Inverse Probability Weighting Estimators via the Percentile Bootstrap
published 2019 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 98 citations · first circulated 2017
with Qingyuan Zhao, Bhaswar B. Bhattacharya
Two-Sample Instrumental Variable Analyses Using Heterogeneous Samples
published 2019 · Statistical Science · 59 citations · first circulated 2017
with Qingyuan Zhao, Jingshu Wang, Wes Spiller, Jack Bowden
Modeling lottery incentives for daily adherence
published 2019 · Statistics in Medicine · 5 citations
with Colman Humphrey, Shane T. Jensen, Kevin G. Volpp, David A. Asch, Jingsan Zhu, Andrea B. Troxel
Evaluating Missouri’s Handgun Purchaser Law
published 2019 · Epidemiology · 42 citations
Using Approximation Algorithms to Build Evidence Factors and Related Designs for Observational Studies
published 2019 · Journal of Computational and Graphical Statistics · 21 citations
with Bikram Karmakar, Paul R. Rosenbaum
Instrumental variables: Don't throw the baby out with the bathwater
published 2019 · Health Services Research · 7 citations
Sensitivity analyses for average treatment effects when outcome is censored by death in instrumental variable models
published 2019 · Statistics in Medicine · first circulated 2018
with Kwonsang Lee, Scott A. Lorch
Urban vibrancy and safety in Philadelphia
published 2019 · Environment and Planning B Urban Analytics and City Science · 30 citations · first circulated 2017
with Colman Humphrey, Shane T. Jensen, Rachel Thurston
Comment: Will Competition-Winning Methods for Causal Inference Also Succeed in Practice?
published 2019 · Statistical Science · 6 citations
Integrating the evidence from evidence factors in observational studies
published 2019 · Biometrika · 26 citations
with Bikram Karmakar, Benjamin French
Falsification Tests for Instrumental Variable Designs With an Application to Tendency to Operate
published 2018 · Medical Care · 29 citations
Handling Missing Data in Instrumental Variable Methods for Causal Inference
published 2018 · Annual Review of Statistics and Its Application · 3 citations
Robust Causal Inference with Continuous Instruments Using the Local Instrumental Variable Curve
published 2018 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 9 citations · first circulated 2016
Testing endogeneity with high dimensional covariates
published 2018 · Journal of Econometrics · 32 citations · first circulated 2016
Re. Trends in Control of Unobserved Confounding
published 2018 · Epidemiology · 1 citations
with Ashkan Ertefaie, Charles E. Leonard, Xinyao Ji, Sean Hennessy
Multiple Testing When Many p -Values are Uniformly Conservative, with Application to Testing Qualitative Interaction in Educational Interventions
published 2018 · Journal of the American Statistical Association · 23 citations · first circulated 2017
with Qingyuan Zhao, Weijie Su
A Powerful Approach to the Study of Moderate Effect Modification in Observational Studies
published 2018 · Biometrics · 23 citations · first circulated 2017
with Kwonsang Lee, Paul R. Rosenbaum
Estimating the Malaria Attributable Fever Fraction Accounting for Parasites Being Killed by Fever and Measurement Error
published 2018 · Journal of the American Statistical Association · 4 citations · first circulated 2016
with Kwonsang Lee
Confidence Intervals for Causal Effects with Invalid Instruments by Using Two-Stage Hard Thresholding with Voting
published 2018 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 100 citations · first circulated 2016
Sensitivity Analysis and Power for Instrumental Variable Studies
published 2018 · Biometrics · 43 citations
with Xuran Wang, Yang Jiang, Nancy R. Zhang
A general approach to evaluating the bias of 2‐stage instrumental variable estimators
published 2018 · Statistics in Medicine · 22 citations
with Fei Wan, Nandita Mitra
Graphical Diagnosis of Confounding Bias in Instrumental Variable Analysis
published 2018 · Epidemiology · 16 citations
with Qingyuan Zhao
Statistical Power for Trend-in-trend Design
published 2018 · Epidemiology · 2 citations
with Ashkan Ertefaie, Xinyao Ji, Charles E. Leonard, Sean Hennessy
Cross-Screening in Observational Studies That Test Many Hypotheses
published 2018 · Journal of the American Statistical Association · 28 citations · first circulated 2017
with Qingyuan Zhao, Paul R. Rosenbaum
Pre-analysis Plan for a Comparison of Matching and Black Box-based Covariate Adjustment
published 2018 · Observational Studies · 4 citations
False discovery rate control for effect modification in observational studies
published 2018 · Electronic Journal of Statistics · 7 citations
with Bikram Karmakar, Ruth Heller
Beyond Statistical Criticism
published 2018 · Observational Studies · 1 citations
with Paul R. Rosenbaum
Larry Brown: Remembrance and Connections of His Work to Observational Studies
published 2018 · Observational Studies · 1 citations
Instrumental Variable Estimation with a Stochastic Monotonicity Assumption
published 2017 · Statistical Science · 45 citations · first circulated 2014
with Zhiqiang Tan, Roland R. Ramsahai, Scott A. Lorch, M. Alan Brookhart, Alan Brookhart
Discovering Effect Modification in an Observational Study of Surgical Mortality at Hospitals with Superior Nursing
published 2017 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 17 citations · first circulated 2016
with Kwonsang Lee, Jesse Y. Hsu, Jeffrey H. Silber, Paul R. Rosenbaum
A Simple Model Allowing Modification of the Effect of a Randomized Intervention by Post-Randomization Variables
published 2017 · Journal of Causal Inference
with Jennifer Faerber, Marshall M. Joffe, Rongmei Zhang, Gregory K. Brown, Thomas R. Ten Have
Quantitative Evaluation of the Trade-Off of Strengthened Instruments and Sample Size in Observational Studies
published 2017 · Journal of the American Statistical Association · 51 citations
with Ashkan Ertefaie, Paul R. Rosenbaum
Randomization inference for stepped-wedge cluster-randomized trials: An application to community-based health insurance
published 2017 · The Annals of Applied Statistics · 32 citations
with Xinyao Ji, Günther Fink, Paul Jacob Robyn
A tutorial on the use of instrumental variables in pharmacoepidemiology
published 2017 · Pharmacoepidemiology and Drug Safety · 84 citations
with Ashkan Ertefaie, James Flory, Sean Hennessy
Mediation Analysis for Count and Zero-Inflated Count Data Without Sequential Ignorability and its Application in Dental Studies
published 2017 · Statistical Methods in Medical Research · 35 citations · first circulated 2016
The Trend-in-trend Research Design for Causal Inference
published 2016 · Epidemiology · 20 citations
with Xinyao Ji, Charles E. Leonard, Sean Hennessy
An Adaptive Mantel–Haenszel Test for Sensitivity Analysis in Observational Studies
published 2016 · Biometrics · 31 citations
with Paul R. Rosenbaum
Instrumental Variable Methods for Continuous Outcomes That Accommodate Nonignorable Missing Baseline Values
published 2016 · American Journal of Epidemiology · 9 citations
with Ashkan Ertefaie, James Flory, Sean Hennessy
Bayesian inference for random coefficient dynamic panel data models
published 2016 · Journal of Applied Statistics · 15 citations
with Fang Liu, Peng Zhang, İbrahim Ertan Erkan
An Exact Test of Fit for the Gaussian Linear Model Using Optimal Nonbipartite Matching
published 2016 · Technometrics · 4 citations
with Samuel D. Pimentel, Paul R. Rosenbaum
Randomization-based Instrumental Variables methods for Binary outcomes with an Application to the ‘IMPROVE’ trial
published 2016 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 14 citations
Selection Bias When Using Instrumental Variable Methods to Compare Two Treatments But More Than Two Treatments Are Available
published 2016 · The International Journal of Biostatistics · 26 citations · first circulated 2015
with Ashkan Ertefaie, James Flory, Sean Hennessy
Randomization Inference and Sensitivity Analysis for Composite Null Hypotheses With Binary Outcomes in Matched Observational Studies
published 2016 · Journal of the American Statistical Association · 24 citations
with Colin B. Fogarty, Pixu Shi, Mark E. Mikkelsen
Predicting the Direction of Causal Effect Based on an Instrumental Variable Analysis: A Cautionary Tale
published 2016 · Journal of Causal Inference · 15 citations
with Stephen Burgess
Control function instrumental variable estimation of nonlinear causal effect models
published 2016 · Journal of Machine Learning Research · 45 citations
Discrete Optimization for Interpretable Study Populations and Randomization Inference in an Observational Study of Severe Sepsis Mortality
published 2015 · Journal of the American Statistical Association · 47 citations · first circulated 2014
with Colin B. Fogarty, Mark E. Mikkelsen, David F. Gaieski
Sensitivity Analysis for Multiple Comparisons in Matched Observational Studies Through Quadratically Constrained Linear Programming
published 2015 · Journal of the American Statistical Association · 41 citations
with Colin B. Fogarty
A Sensitivity Analysis to Assess Bias Due to Selecting Subjects Based on Treatment Received
published 2015 · Epidemiology · 12 citations
with Ashkan Ertefaie, James Flory, Sean Hennessy
Strong control of the familywise error rate in observational studies that discover effect modification by exploratory methods
published 2015 · Biometrika · 39 citations
with Jesse Y. Hsu, José R. Zubizarreta, Paul R. Rosenbaum
A review of instrumental variable estimators for Mendelian randomization
published 2015 · Statistical Methods in Medical Research · 1921 citations
with Stephen Burgess, Simon G. Thompson
Constructed Second Control Groups and Attenuation of Unmeasured Biases
published 2015 · Journal of the American Statistical Association · 26 citations
with Samuel D. Pimentel, Paul R. Rosenbaum
Semiparametric causal inference in matched cohort studies
published 2015 · Biometrika · 20 citations
Surrogate markers for time-varying treatments and outcomes
published 2015 · Clinical Trials · 9 citations
Bayesian hierarchical regression on clearance rates in the presence of “lag” and “tail” phases with an application to malaria parasites
published 2015 · Biometrics · 11 citations
with Colin B. Fogarty, Michael P. Fay, Jennifer A. Flegg, Kasia Stepniewska, Rick M. Fairhurst
Using Post-Outcome Measurement Information in Censoring-by-Death Problems
published 2015 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 34 citations
with Fan Yang
Bias in estimating the causal hazard ratio when using two‐stage instrumental variable methods
published 2015 · Statistics in Medicine · 32 citations
with Fei Wan, Justin E. Bekelman, Nandita Mitra
Preference-adaptive randomization in comparative effectiveness studies
published 2015 · Trials · 5 citations
with Benjamin French, Julie Novak, Kathryn A. Saulsgiver, Michael O. Harhay, David A. Asch, Kevin G. Volpp, Scott D. Halpern
Instrumental Variables Estimation With Some Invalid Instruments and its Application to Mendelian Randomization
published 2015 · Journal of the American Statistical Association · 297 citations · first circulated 2014
Introduction to Observational Studies and the Reprint of Cochran’s paper “Observational Studies” and Comments
published 2015 · Observational Studies · 1 citations
Application of Propensity Scores to a Continuous Exposure: Effect of Lead Exposure in Early Childhood on Reading and Mathematics Scores
published 2015 · Observational Studies · 3 citations
with Michael R. Elliott, Nanhua Zhang
Optimal restricted estimation for more efficient longitudinal causal inference
published 2014 · Statistics & Probability Letters
Isolation in the construction of natural experiments
published 2014 · The Annals of Applied Statistics · 22 citations
with José R. Zubizarreta, Paul R. Rosenbaum
Equivalence testing for functional data with an application to comparing pulmonary function devices
published 2014 · The Annals of Applied Statistics · 19 citations
with Colin B. Fogarty
Monotone B-Spline Smoothing for a Generalized Linear Model Response
published 2014 · The American Statistician · 6 citations
with Wei Wang
Large Sample Bounds on the Survivor Average Causal Effect in the Presence of a Binary Covariate with Conditionally Ignorable Treatment Assignment
published 2014 · The International Journal of Biostatistics · 5 citations
with Michael H. Freiman
Commentary
published 2014 · Epidemiology · 25 citations
Dissonant Conclusions When Testing the Validity of an Instrumental Variable
published 2014 · The American Statistician · 51 citations
with Fan Yang, José R. Zubizarreta, Scott A. Lorch, Paul R. Rosenbaum
Epidemiologic research using probabilistic outcome definitions
published 2014 · Pharmacoepidemiology and Drug Safety · 9 citations
with Bing Cai, Sean Hennessy, Vincent Lo Re
Mapping the Spatial Distribution of a Disease-Transmitting Insect in the Presence of Surveillance Error and Missing Data
published 2014 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 12 citations
with Andrew Ernest Hong, Corentin Barbu, Michael Z. Levy
Predicting Customer Value Using Clumpiness: From RFM to RFMC
published 2014 · Marketing Science · 144 citations
with Yao Zhang, Eric T. Bradlow
The use of bootstrapping when using propensity‐score matching without replacement: a simulation study
published 2014 · Statistics in Medicine · 278 citations
with Peter C. Austin
A “placement of death” approach for studies of treatment effects on ICU length of stay
published 2014 · Statistical Methods in Medical Research · 49 citations
with Winston T. Lin, Scott D. Halpern, Meeta Prasad Kerlin
Instrumental variable methods for causal inference
published 2014 · Statistics in Medicine · 4 citations
with Michael Baiocchi, Jing Cheng
Using an instrumental variable to test for unmeasured confounding
published 2014 · Statistics in Medicine · 45 citations
Ensemble of trees approaches to risk adjustment for evaluating a hospital’s performance
published 2014 · Health Care Management Science · 30 citations
with Yang Liu, Mikhail Traskin, Scott A. Lorch, Edward I. George
Disease Diagnosis from Immunoassays with Plate to Plate Variability: A Hierarchical Bayesian Approach
published 2014 · Statistics in Biosciences · 2 citations
with Oliver A. Entine, Shane T. Jensen, Gerardo Sánchez, Milagros Bastos, Manuela Verástegui, Michael Z. Levy
Instrumental variable methods for causal inference
published 2014 · Statistics in Medicine · 707 citations
with Michael Baiocchi, Jing Cheng
Discussion of “Dynamic treatment regimes: Technical challenges and applications”
published 2014 · Electronic Journal of Statistics · 7 citations
with Jesse Y. Hsu
Clustered Treatment Assignments and Sensitivity to Unmeasured Biases in Observational Studies
published 2013 · Journal of the American Statistical Association · 44 citations
with Ben B. Hansen, Paul R. Rosenbaum
Staffing And Readmissions: The Authors Reply
published 2013 · Health Affairs
with Matthew D. McHugh, Julie Berez
Calibrating Sensitivity Analyses to Observed Covariates in Observational Studies
published 2013 · Biometrics · 66 citations
with Jesse Y. Hsu
Hospitals With Higher Nurse Staffing Had Lower Odds Of Readmissions Penalties Than Hospitals With Lower Staffing
published 2013 · Health Affairs · 116 citations
with Matthew D. McHugh, Julie Berez
New measures of clumpiness for incidence data
published 2013 · Journal of Applied Statistics · 45 citations
with Yao Zhang, Eric T. Bradlow
Case Definition and Design Sensitivity
published 2013 · Journal of the American Statistical Association · 28 citations
with Jing Cheng, M. Elizabeth Halloran, Paul R. Rosenbaum
Modeling Parasite Infection Dynamics when there Is Heterogeneity and Imperfect Detectability
published 2013 · Biometrics · 3 citations
with Na Cui, Yuguo Chen
Shrinkage Empirical Likelihood Estimator in Longitudinal Analysis with Time‐Dependent Covariates—Application to Modeling the Health of Filipino Children
published 2013 · Biometrics
with Denis H. Y. Leung, Jing Qin, Min Zhu
Robust Inferences from a Before-and-After Study with Multiple Unaffected Control Groups
published 2013 · Journal of Causal Inference · 3 citations
with Pengyuan Wang, Mikhail Traskin
Correction
published 2013 · Statistics in Medicine
Randomization inference for the trimmed mean of effects attributable to treatment
published 2013 · Statistica Sinica · 3 citations
Stronger instruments via integer programming in an observational study of late preterm birth outcomes
published 2013 · The Annals of Applied Statistics · 54 citations
with José R. Zubizarreta, Neera K. Goyal, Scott A. Lorch, Paul R. Rosenbaum
79: Does the laborist model improve obstetric outcomes?
published 2012 · American Journal of Obstetrics and Gynecology · 5 citations
with Sindhu K. Srinivas, Michelle Macheras, Scott A. Lorch
Tom Ten Have's contributions to causal inference and biostatistics: review and future research directions
published 2012 · Statistics in Medicine · 8 citations
with Marshall M. Joffe, Kevin G. Lynch, Jason Roy, A. Russell Localio
Effect Modification and Design Sensitivity in Observational Studies
published 2012 · Journal of the American Statistical Association · 57 citations
with Jesse Y. Hsu, Paul R. Rosenbaum
A Comparative Study of Parametric and Nonparametric Estimates of the Attributable Fraction for a Semi-continuous Exposure
published 2012 · The International Journal of Biostatistics · 6 citations
with Wei Wang
Effect of vitamin A deficiency on respiratory infection: Causal inference for a discretely observed continuous time non‐stationary Markov process
published 2012 · Canadian Journal of Statistics · 2 citations
with Mingyuan Zhang
Reply to Baker’s “Letter to the Editor ‘Comments on Nie et al. (2011), Biometrics, Early View’ ”
published 2012 · Biometrics
with Nie Hui, Jing Cheng
Efficient estimation of the attributable fraction when there are monotonicity constraints and interactions
published 2012 · Biostatistics · 12 citations
with Mikhail Traskin, Wenjie Wang, T. R. Ten Have
Near/far matching: a study design approach to instrumental variables
published 2012 · Health Services and Outcomes Research Methodology · 74 citations
with Mike Baiocchi, Lin Yang, Daniel Polsky, Peter W. Groeneveld
Inference With Interference Between Units in an fMRI Experiment of Motor Inhibition
published 2012 · Journal of the American Statistical Association · 49 citations
with Xi Luo, Chiang-Shan R. Li, Paul R. Rosenbaum
Perils and prospects of using aggregate area level socioeconomic information as a proxy for individual level socioeconomic confounders in instrumental variables regression
published 2012 · Health Services and Outcomes Research Methodology · 1 citations
with Jesse Y. Hsu, Scott A. Lorch
Simulation study of instrumental variable approaches with an application to a study of the antidiabetic effect of bezafibrate
published 2012 · Pharmacoepidemiology and Drug Safety · 12 citations
with Bing Cai, Sean Hennessy, James Flory, Daohang Sha, Thomas R. Ten Have
An R package and a study of methods for computing empirical likelihood
published 2012 · Journal of Statistical Computation and Simulation · 10 citations · first circulated 2011
MEDIATION ANALYSISWITHOUT SEQUENTIAL IGNORABILITY: USING BASELINE COVARIATES INTERACTEDWITH RANDOM ASSIGNMENT AS INSTRUMENTAL VARIABLES
published 2012 · Journal of Statistical Research · 25 citations
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Optimal Matching with Minimal Deviation from Fine Balance in a Study of Obesity and Surgical Outcomes
published 2011 · Biometrics · 77 citations
Doubly robust instrumental variable regression
published 2011 · Statistica Sinica · 66 citations
A Powerful and Robust Test Statistic for Randomization Inference in Group‐Randomized Trials with Matched Pairs of Groups
published 2011 · Biometrics · 14 citations
with Kai Zhang, Mikhail Traskin
Defining the Study Population for an Observational Study to Ensure Sufficient Overlap: A Tree Approach
published 2011 · Statistics in Biosciences · 56 citations
with Mikhail Traskin
Using Split Samples and Evidence Factors in an Observational Study of Neonatal Outcomes
published 2011 · Journal of the American Statistical Association · 36 citations
with Kai Zhang, Scott A. Lorch, Sindhu K. Srinivas, Paul R. Rosenbaum
Two‐stage instrumental variable methods for estimating the causal odds ratio: Analysis of bias
published 2011 · Statistics in Medicine · 112 citations
with Bing Cai, Thomas R. Ten Have
Inference for the Effect of Treatment on Survival Probability in Randomized Trials with Noncompliance and Administrative Censoring
published 2011 · Biometrics · 53 citations
with Nie Hui, Jing Cheng
Structured Testing of 2×2 Factorial Effects: An Analytic Plan Requiring Fewer Observations
published 2011 · The American Statistician · 13 citations
with Kevin G. Volpp, Paul R. Rosenbaum
Causal inference for continuous-time processes when covariates are observed only at discrete times
published 2010 · The Annals of Statistics · 21 citations
with Mingyuan Zhang, Marshall M. Joffe
Using the Cross-Match Test to Appraise Covariate Balance in Matched Pairs
published 2010 · The American Statistician · 34 citations
with Ruth Heller, Paul R. Rosenbaum
Building a Stronger Instrument in an Observational Study of Perinatal Care for Premature Infants
published 2010 · Journal of the American Statistical Association · 170 citations
with Mike Baiocchi, Scott A. Lorch, Paul R. Rosenbaum
Sensitivity Analysis for the Cross-Match Test, With Applications in Genomics
published 2010 · Journal of the American Statistical Association · 18 citations
with Ruth Heller, Shane T. Jensen, Paul R. Rosenbaum
Evaluating the Efficacy of a Malaria Vaccine
published 2010 · The International Journal of Biostatistics · 19 citations
with Jing Cheng, Thomas R. Ten Have
Split Samples and Design Sensitivity in Observational Studies
published 2009 · Journal of the American Statistical Association · 88 citations
with Ruth Heller, Paul R. Rosenbaum
Error-free milestones in error prone measurements
published 2009 · The Annals of Applied Statistics · 6 citations
with Paul R. Rosenbaum
Comment: The Essential Role of Pair Matching in Cluster-Randomized Experiments, with Application to the Mexican Universal Health Insurance Evaluation
published 2009 · Statistical Science · 18 citations
with Kai Zhang
Mediation analysis with principal stratification
published 2009 · Statistics in Medicine · 100 citations
with Robert Gallop, Julia Lin, Michael R. Elliott, Marshall M. Joffe, Thomas R. Ten Have
Efficient nonparametric estimation of causal effects in randomized trials with noncompliance
published 2009 · Biometrika · 49 citations
with Jing Cheng, Zhiqiang Tan, T. R. Ten Have
Simultaneous sensitivity analysis for observational studies using full matching or matching with multiple controls
published 2009 · Statistics and Its Interface · 9 citations
with Joseph L. Gastwirth, Abba M. Krieger, Paul R. Rosenbaum
War and Wages
published 2008 · Journal of the American Statistical Association · 143 citations
with Paul R. Rosenbaum
Discussion of “Identifiability and Estimation of Causal Effects in Randomized Trials with Noncompliance and Completely Nonignorable Missing Data”
published 2008 · Biometrics · 9 citations
with Jing Cheng
Extended Instrumental Variables Estimation for Overall Effects
published 2008 · The International Journal of Biostatistics · 39 citations
with Marshall M. Joffe, Thomas Ten Have, Steve Brunelli, Harold I. Feldman
Statistical inference in dynamic panel data models
published 2008 · Journal of Statistical Planning and Inference · 25 citations
with Tze Leung Lai, Jia Liu
Randomization Inference in a Group–Randomized Trial of Treatments for Depression
published 2008 · Journal of the American Statistical Association · 81 citations
with Thomas R Ten Have, Paul R. Rosenbaum
The Role of Rest in the NBA Home-Court Advantage
published 2008 · Journal of Quantitative Analysis in Sports · 61 citations
with Oliver A Entine
Sensitivity Analysis for Instrumental Variables Regression With Overidentifying Restrictions
published 2007 · Journal of the American Statistical Association · 158 citations
Marginal Regression Analysis of Longitudinal Data With Time-Dependent Covariates: A Generalized Method-of-Moments Approach
published 2007 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 73 citations
with Tze Leung Lai
Bounds on Causal Effects in Three-Arm Trials With Non-Compliance
published 2006 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 107 citations
with Jing Cheng
R-Estimates vs. GMM: A Theoretical Case Study of Validity and Efficiency
published 2006 · Statistical Science · 5 citations
with Joseph L. Gastwirth, Abba M. Krieger, Paul R. Rosenbaum
Random effects logistic models for analysing efficacy of a longitudinal randomized treatment with non‐adherence
published 2005 · Statistics in Medicine · 37 citations
with Thomas R. Ten Have, Marshall M. Joffe, Jing Cheng
Exact Tests for the Rasch Model Via Sequential Importance Sampling
published 2005 · Psychometrika · 23 citations
with Yuguo Chen
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