← All authors Andrea Rotnitzky University of Washington (from arXiv:2505.20787, 2025) · ORCID · OpenAlex
68 papers in scope · 67 published · 1 on the econ.EM arXiv · 11,999 citations · h-index 32 (over the papers listed here)
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Masatoshi Uehara Zihao Li Mengdi Wang Andrew Ying Ilya Shpitser Hui Lan AmirEmad Ghassami Andrew Bennett Xiaojie Mao Vasilis Syrgkanis Eric Tchetgen Tchetgen Nathan Kallus Whitney K. Newey Nishanth Dikkala Rahul Singh Lester Mackey Greg Lewis Edvard Bakhitov Victor Chernozhukov Maneesh Sahani 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 68)
Towards a unified theory for semiparametric data fusion with individual-level data
published 2026 · The Annals of Statistics
with Ellen Graham, Marco Carone
A note on the relation between one–step, outcome regression and IPW–type estimators of parameters with the mixed bias property
published 2026 · Statistics & Probability Letters
Andrea Rotnitzky, Ezequiel Smucler, and James Robins’s contribution to the Discussion of ‘Augmented balancing weights as linear regression’ by Bruns-Smith et al.
published 2026 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1 citations
Investigating Symptom Duration Using Current Status Data: A Case Study of Postacute COVID-19 Syndrome
published 2025 · Epidemiology
with Charles J. Wolock, Susan Jacob, Julia C. Bennett, Anna Elias-Warren, Jessica O’Hanlon, Avi Kenny, Nicholas P. Jewell, Stephen R. Cole, Ana A. Weil, Helen Y. Chu, Marco Carone
working paper 2025 · arXiv
On the asymptotic validity of confidence sets for linear functionals of solutions to integral equations
published 2025 · Biometrika
Variable elimination, graph reduction and the efficient g-formula
published 2022 · Biometrika · 1 citations
with F Richard Guo, Emilija Perković, F. Richard Guo
A note on efficient minimum cost adjustment sets in causal graphical models
published 2022 · Journal of Causal Inference · 6 citations
with Ezequiel Smucler
Efficient adjustment sets in causal graphical models with hidden variables
published 2021 · Biometrika · 5 citations · first circulated 2020
with Ezequiel Smucler, Facundo Sapienza
Efficient Estimation of Optimal Regimes Under a No Direct Effect Assumption
published 2020 · Journal of the American Statistical Association · 1 citations · first circulated 2019
Characterization of parameters with a mixed bias property
published 2020 · Biometrika · 14 citations
Multiple robustness in factorized likelihood models
published 2017 · Biometrika · 29 citations
Causal Etiology of the Research of James M. Robins
published 2014 · Statistical Science · 19 citations
Inverse Probability Weighting in Survival Analysis
published 2014 · Wiley StatsRef: Statistics Reference Online · 30 citations · first circulated 2005
Efficiency and Efficient Estimators
published 2014 · Wiley StatsRef: Statistics Reference Online · 1 citations · first circulated 2005
Doubly Robust Estimation of the Local Average Treatment Effect Curve
published 2014 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 102 citations
Discussion of “Dynamic treatment regimes: Technical challenges and applications”
published 2014 · Electronic Journal of Statistics · 17 citations
Optimal auxiliary-covariate-based two-phase sampling design for semiparametric efficient estimation of a mean or mean difference, with application to clinical trials
published 2013 · Statistics in Medicine · 12 citations
with Peter B. Gilbert, Xuesong Yu
Estimation of the effect of interventions that modify the received treatment
published 2013 · Statistics in Medicine · 91 citations
Targeted Learning by VAN DER LAAN, M. and ROSE, S.
published 2013 · Biometrics
The Prevention and Treatment of Missing Data in Clinical Trials
published 2012 · New England Journal of Medicine · 1905 citations
with Roderick J. A. Little, Ralph B. D’Agostino, Michael L. Cohen, Kay Dickersin, Scott S. Emerson, John T. Farrar, Constantine Frangakis, Joseph W. Hogan, Geert Molenberghs, Susan A. Murphy, James D. Neaton, Daniel O. Scharfstein, …
Evaluation of Viable Dynamic Treatment Regimes in a Sequentially Randomized Trial of Advanced Prostate Cancer
published 2012 · Journal of the American Statistical Association · 120 citations
with Lu Wang, Xihong Lin, Randall E. Millikan, Peter F. Thall
Rejoinder
published 2012 · Journal of the American Statistical Association · 2 citations
with Lu Wang, Xihong Lin, Randall E. Millikan, Peter F. Thall
Improved double-robust estimation in missing data and causal inference models
published 2012 · Biometrika · 156 citations
On protected estimation of an odds ratio model with missing binary exposure and confounders
published 2011 · Biometrika · 3 citations
Double‐robust estimation of an exposure‐outcome odds ratio adjusting for confounding in cohort and case‐control studies
published 2010 · Statistics in Medicine · 24 citations
Nonparametric Regression With Missing Outcomes Using Weighted Kernel Estimating Equations
published 2010 · Journal of the American Statistical Association · 38 citations
with Lu Wang, Xihong Lin
A note on overadjustment in inverse probability weighted estimation
published 2010 · Biometrika · 44 citations
with Li L, Xiaoming Li
Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part I: Main Content
published 2010 · The International Journal of Biostatistics · 206 citations
Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part II: Proofs of Results
published 2010 · The International Journal of Biostatistics · 52 citations
On doubly robust estimation in a semiparametric odds ratio model
published 2009 · Biometrika · 93 citations
Estimation of the ROC Curve under Verification Bias
published 2009 · Biometrical Journal · 39 citations
with Ronen Fluss, Benjamin Reiser, David Faraggi
Semiparametric Theory and Missing Data by TSIATIS, A. A.
published 2009 · Biometrics
Estimation and extrapolation of optimal treatment and testing strategies
published 2008 · Statistics in Medicine · 218 citations
Estimation of the disease-specific diagnostic marker distribution under verification bias
published 2008 · Computational Statistics & Data Analysis · 11 citations
with John H. Page
Analysis of quality-of-life adjusted failure time data in the presence of competing, possibly informative, censoring mechanisms
published 2008 · Lifetime Data Analysis · 7 citations
with Andrea Bergesio, Andrés Farall
Semiparametric Estimation of Treatment Effects Given Base-Line Covariates on an Outcome Measured After a Post-Randomization Event Occurs
published 2007 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 32 citations
with Yannis Jemiai, Bryan E. Shepherd, Peter B. Gilbert
Discussions
published 2007 · Biometrics · 26 citations
Invited Commentary: Effect Modification by Time-varying Covariates
published 2007 · American Journal of Epidemiology · 42 citations
Estimation of Regression Models for the Mean of Repeated Outcomes Under Nonignorable Nonmonotone Nonresponse
published 2007 · Biometrika · 86 citations
Analysis of Failure Time Data Under Competing Censoring Mechanisms
published 2007 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 28 citations
with Andrés Farall, Andrea Bergesio, Daniel O. Scharfstein
Demystifying double Rogbustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data. Comment.
published 2007 · Statistical Science
no link
Doubly Robust Estimation of the Area Under the Receiver-Operating Characteristic Curve in the Presence of Verification Bias
published 2006 · Journal of the American Statistical Association · 46 citations
with David Faraggi, Enrique F. Schisterman
Sensitivity Analyses Comparing Outcomes Only Existing in a Subset Selected Post‐Randomization, Conditional on Covariates, with Application to HIV Vaccine Trials
published 2005 · Biometrics · 76 citations
with Bryan E. Shepherd, Peter B. Gilbert, Yannis Jemiai
Pattern–Mixture and Selection Models for Analysing Longitudinal Data with Monotone Missing Patterns
published 2003 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 50 citations
with Jolene Birmingham, Garrett M. Fitzmaurice
Inference in Randomized Studies with Informative Censoring and Discrete Time‐to‐Event Endpoints
published 2001 · Biometrics · 61 citations
Discussion of the Frangakis and Rubin Article
published 2001 · Biometrics · 12 citations
Methods for Conducting Sensitivity Analysis of Trials with Potentially Nonignorable Competing Causes of Censoring
published 2001 · Biometrics · 117 citations
On Profile Likelihood: Comment
published 2000 · Journal of the American Statistical Association · 70 citations
Comment
published 2000 · Journal of the American Statistical Association · 18 citations
Likelihood-Based Inference with Singular Information Matrix
published 2000 · Bernoulli · 183 citations
Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models: Rejoinder
published 1999 · Journal of the American Statistical Association · 1008 citations
Rejoinder
published 1999 · Journal of the American Statistical Association · 18 citations
Semiparametric Regression for Repeated Outcomes with Nonignorable Nonresponse
published 1998 · Journal of the American Statistical Association · 432 citations
THE RELATIONSHIP OF LEAD IN BONE AND BLOOD TO LEAD IN URINE AND PLASMA AMONG HYPERTENSIVE AND NON-HYPERTENSIVE MEN
published 1998 · Epidemiology
with Shirng-Wern Tsaih, M. Lee, Chitra Amarasiriwardena, Antonio Aro, David Sparrow, Scott T. Weiss, Howard Hu
Efficient estimation of regression parameters from multistage studies with validation of outcome and covariates
published 1997 · Journal of Statistical Planning and Inference · 16 citations
Efficiency Comparisons in Multivariate Multiple Regression with Missing Outcomes
published 1997 · Journal of Multivariate Analysis · 6 citations
ANALYSIS OF SEMI-PARAMETRIC REGRESSION MODELS WITH NON-IGNORABLE NON-RESPONSE
published 1997 · Statistics in Medicine · 154 citations
Determinants of Bone and Blood Lead Levels among Community-exposed Middle-aged to Elderly Men: The Normative Aging Study
published 1996 · American Journal of Epidemiology · 113 citations
with Howard Hu, Marinelle Payton, S. Kornc, Antonio Aro, David Sparrow, ST Weiss
Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data
published 1995 · Journal of the American Statistical Association · 1544 citations
Semiparametric Efficiency in Multivariate Regression Models with Missing Data
published 1995 · Journal of the American Statistical Association · 891 citations
Semiparametric regression estimation in the presence of dependent censoring
published 1995 · Biometrika · 173 citations
Semi-parametric estimation of models for the means and covariances in the presence of missing data
published 1995 · Scandinavian Journal of Statistics · 24 citations
with JM Robins
no link
A Note on the Bias of Estimators with Missing Data
published 1994 · Biometrics · 110 citations
with David Wypij
Estimation of Regression Coefficients When Some Regressors are not Always Observed
published 1994 · Journal of the American Statistical Association · 2759 citations
Regression Models for Discrete Longitudinal Responses
published 1993 · Statistical Science · 244 citations
with Garrett M. Fitzmaurice, Nan M. Laird
[Regression Models for Discrete Longitudinal Responses]: Rejoinder
published 1993 · Statistical Science · 26 citations
with Garrett M. Fitzmaurice, Nan M. Laird
Hypothesis testing of regression parameters in semiparametric generalized linear models for cluster correlated data
published 1990 · Biometrika · 387 citations
with Nicholas P. Jewell
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