Alexander W. Levis
Scholar

Alexander W. Levis

Google Scholar ID: T-FpnSYAAAAJ
Assistant Professor, Biostatistics, University of Pennsylvania
causal inferencemissing datanonparametric statisticsEHR datametascience
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Citations & Impact
All-time
Citations
1,557
 
H-index
16
 
i10-index
20
 
Publications
20
 
Co-authors
13
list available
Contact
Emailalexander.levis@pennmedicine.upenn.eduCVOpen ↗TwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
7 items
A Statistical Framework for Understanding Causal Effects that Vary by Treatment Initiation Time in EHR-based Studies
2025
Cited
0
Fast Penalized Generalized Estimating Equations for Large Longitudinal Functional Datasets
2025
Cited
0
Longitudinal weighted and trimmed treatment effects with flip interventions
2025
Cited
0
Robust Causal Inference for EHR-based Studies of Point Exposures with Missingness in Eligibility Criteria
2025
Cited
0
Nonparametric Estimation of Local Treatment Effects with Continuous Instruments
2025
Cited
0
Comparing Causal Inference Methods for Point Exposures with Missing Confounders: A Simulation Study
2024
Cited
0
Nonparametric causal inference for optogenetics: sequential excursion effects for dynamic regimes
2024
Cited
0
Resume (English only)
Background
  • Assistant Professor of Biostatistics @ University of Pennsylvania
Co-authors
13 total
Co-author 1
Co-author 1
Co-author 2
Co-author 2
Andrea Benedetti
Andrea Benedetti
McGill University
Co-author 4
Co-author 4
Sebastien Haneuse
Sebastien Haneuse
Harvard T.H. Chan School of Public Health
Edward H. Kennedy
Edward H. Kennedy
Associate Professor of Statistics & Data Science, Carnegie Mellon University
Co-author 7
Co-author 7
Luke Keele
Luke Keele
University of Pennsylvania