Luke Keele

University of Pennsylvania

United States

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Articles (19)

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2025

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Collaborators (8)

Kwonsang Lee

Associate Professor

Seoul National University

SOUTH KOREA

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Matias Cattaneo

Professor

Princeton University

UNITED STATES

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Lindsay Page

Brown University

UNITED STATES

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Richard Grieve

Professor

London School of Hygiene & Tropical Medicine

UNITED KINGDOM

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Ting Ye

Assistant Professor

University of Washington

UNITED STATES

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Eli Ben-Michael

Assistant Professor

Carnegie Mellon University

UNITED STATES

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Nicole Pashley

Assistant Professor

Rutgers University - Busch Campus

UNITED STATES

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Rocío Titiunik

UNITED STATES

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Luke Keele

Research Interests

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Articles (19)

Significance of Prognostic Factors across Tumor Thicknesses in Melanoma: A National Cohort Study

Covariate-assisted bounds on causal effects with instrumental variables

Balancing Weights for Estimating Treatment Effects in Educational Studies

A primer on using balancing weights to estimate inverse probability weights

Improving instrumental variable estimators with poststratification

Approximate balancing weights for clustered observational study designs

Nonparametric identification of causal effects in clustered observational studies with differential selection

Doubly robust machine learning-based estimation methods for instrumental variables with an application to surgical care for cholecystitis

Estimating racial disparities in emergency general surgery

Using Balancing Weights to Target the Treatment Effect on the Treated when Overlap is Poor

A Negative Correlation Strategy for Bracketing in Difference-in-Differences

A guide to regression discontinuity designs in medical applications

Local Instrumental Variable Methods to Address Confounding and Heterogeneity when Using Electronic Health Records: An Application to Emergency Surgery

Overlap Violations in Clustered Observational Studies of Educational Interventions

An introduction to spillover effects in cluster randomized trials with noncompliance

A Note on Posttreatment Selection in Studying Racial Discrimination in Policing

Contrasting approaches for addressing non-adherence in randomized controlled trials: An illustration from the REFLUX trial

Biased Encouragements and Heterogeneous Effects in an Instrumental Variable Study of Emergency General Surgical Outcomes

Comparing Covariate Prioritization via Matching to Machine Learning Methods for Causal Inference Using Five Empirical Applications

Collaborators (8)

Kwonsang Lee

Matias Cattaneo

Lindsay Page

Richard Grieve

Ting Ye

Eli Ben-Michael

Nicole Pashley

Rocío Titiunik

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