← All authors Jennifer Hill New York University (from arXiv:2603.19211, 2026) · ORCID · OpenAlex
38 papers in scope · 37 published · 1 on the econ.EM arXiv · 5,718 citations · h-index 24 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
David A. Hirshberg Eli Ben-Michael Avi Feller Dmitry Arkhangelsky Stefan Wager Guido W. Imbens Susan Athey Bruno Ferman Victor Chernozhukov Pedro H. C. Sant’Anna Dennis Shen Kaspar Wüthrich Mohsen Bayati Yinchu Zhu Anish Agarwal Brantly Callaway Luis Ignacio Ortega Álvarez Davide Viviano Devavrat Shah Liyang Sun 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 38)
working paper 2026 · arXiv
Comparing online versus laboratory measures of speech perception in older children and adolescents
published 2024 · PLoS ONE · 2 citations
with Tara McAllister, Jonathan L. Preston, Laura C. Ochs, Elaine R. Hitchcock
Stan and BART for Causal Inference: Estimating Heterogeneous Treatment Effects Using the Power of Stan and the Flexibility of Machine Learning
published 2022 · Entropy · 12 citations
with Vincent Dorie, George Perrett, Benjamin Goodrich
A Causal Framework for Observational Studies of Discrimination
published 2022 · Statistics and Public Policy · 26 citations
with Johann Gaebler, William Cai, Guillaume Basse, Ravi Shroff, Sharad Goel
Bayesian Additive Regression Trees: A Review and Look Forward
published 2019 · Annual Review of Statistics and Its Application · 186 citations
with Antonio R. Linero, Jared S. Murray
Automated versus Do-It-Yourself Methods for Causal Inference: Lessons Learned from a Data Analysis Competition.
published 2019 · Statistical Science · 257 citations · first circulated 2017
with Vincent Dorie, Uri Shalit, Marc Scott, Dan Cervone, Daniel Cervone
Rejoinder: Response to Discussions and a Look Ahead
published 2019 · Statistical Science
with Vincent Dorie, Uri Shalit, Marc Scott, Dan Cervone
Potential for Bias Inflation with Grouped Data: A Comparison of Estimators and a Sensitivity Analysis Strategy
published 2018 · Observational Studies · 2 citations
The Tenability of Counterhypotheses: A comment on Bross’ discussion of statistical criticism
published 2018 · Observational Studies · 1 citations
with Katherine J. Hoggatt
Understanding Associations Between Low-Income Mothers' Participation in Education and Parenting
published 2016 · Journal of Research on Educational Effectiveness · 19 citations
with Jessica F. Harding, Pamela Morris
A flexible, interpretable framework for assessing sensitivity to unmeasured confounding
published 2016 · Statistics in Medicine · 100 citations
with Vincent Dorie, Masataka Harada, Nicole Bohme Carnegie
Assessing Sensitivity to Unmeasured Confounding Using a Simulated Potential Confounder
published 2016 · Journal of Research on Educational Effectiveness · 94 citations
with Nicole Bohme Carnegie, Masataka Harada
Assessing Methods for Generalizing Experimental Impact Estimates to Target Populations
published 2016 · Journal of Research on Educational Effectiveness · 163 citations
Bias Amplification and Bias Unmasking
published 2016 · Political Analysis · 62 citations
Do Effects of Social-Emotional Learning Programs Vary by Level of Parent Participation? Evidence From the Randomized Trial of INSIGHTS
published 2015 · Journal of Research on Educational Effectiveness · 34 citations
with Meghan P. McCormick, Elise Cappella, Erin O’Connor, Sandee McClowry
Lessons we are still learning”, a commentary on Cochran’s 1972 paper “Observational Studies"
published 2015 · Observational Studies
no link
Multiple Imputation for Continuous and Categorical Data: Comparing Joint Multivariate Normal and Conditional Approaches
published 2014 · Political Analysis · 110 citations
On the stationary distribution of iterative imputations
published 2013 · Biometrika · 105 citations · first circulated 2010
Assessing lack of common support in causal inference using Bayesian nonparametrics: Implications for evaluating the effect of breastfeeding on children’s cognitive outcomes
published 2013 · The Annals of Applied Statistics · 81 citations
with Yu-Sung Su
Comments
published 2012 · Journal of Research on Educational Effectiveness · 1 citations
Why We (Usually) Don't Have to Worry About Multiple Comparisons
published 2012 · Journal of Research on Educational Effectiveness · 1342 citations · first circulated 2009
with Andrew Gelman, Masanao Yajima
Challenges With Propensity Score Strategies in a High-Dimensional Setting and a Potential Alternative
published 2011 · Multivariate Behavioral Research · 49 citations
with Christopher C. Weiss, Fuhua Zhai
Multiple Imputation with Diagnostics ( mi ) in R : Opening Windows into the Black Box
published 2011 · Journal of Statistical Software · 652 citations
with Yu-Sung Su, Andrew Gelman, Masanao Yajima
Bayesian Nonparametric Modeling for Causal Inference
published 2010 · Journal of Computational and Graphical Statistics · 1180 citations
Marriage: Cause or mere indicator of future earnings growth?
published 2009 · Journal of Policy Analysis and Management · 25 citations
with Ronald B. Mincy, Marilyn Sinkewicz
Comment
published 2008 · Journal of the American Statistical Association · 16 citations
Discussion of research using propensity‐score matching: Comments on ‘A critical appraisal of propensity‐score matching in the medical literature between 1996 and 2003’ by Peter Austin, Statistics in Medicine
published 2008 · Statistics in Medicine · 132 citations
Multivariate analysis of international level (CCI****) eventing competition
published 2006 · BSAP Occasional Publication · 1 citations
with Tim Whitaker
Interval estimation for treatment effects using propensity score matching
published 2005 · Statistics in Medicine · 151 citations
with Jerome P. Reiter
Problems associates with the analysis of the pattern of total cross-country eventing penalty scores at advanced level of competition in the United Kingdom.
published 2005 · International Journal of Performance Analysis in Sport · 4 citations
with Tim Whitaker
Maternity Leave, Early Maternal Employment and Child Health and Development in the US
published 2005 · The Economic Journal · 384 citations
with Lawrence M. Berger, Jane Waldfogel
Principal Stratification Approach to Broken Randomized Experiments
published 2003 · Journal of the American Statistical Association · 279 citations
with John Barnard, Constantine Frangakis, Donald B. Rubin
Differential effects of high‐quality child care
published 2002 · Journal of Policy Analysis and Management · 89 citations
with Jane Waldfogel, Jeanne Brooks-Gunn
Discussion of Paul Rosenbaum's “Covariance Adjustment in Randomized Experiments and Observational Studies"
published 2002 · Statistical Science · 1 citations
no link
An Extension and Test of Converse’s “Black-and-White” Model of Response Stability
published 2001 · American Political Science Review · 72 citations
Accommodating Missing Data in Mixture Models for Classification by Opinion-Changing Behavior
published 2001 · Journal of Educational and Behavioral Statistics · 3 citations
Classification by Opinion-Changing Behavior: A Mixture Model Approach
published 2001 · Political Analysis · 36 citations
with Hanspeter Kriesi
A Broader Template for Analyzing Broken Randomized Experiments
published 1998 · Sociological Methods & Research · 47 citations
with John Barnard, Jiangtao Du, Donald B. Rubin
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