Dylan Small
Scholar

Dylan Small

Google Scholar ID: R8L_WPQAAAAJ
Professor of Statistics, University of Pennsylvania
causal inferenceapplications of statistics to public healthmedicine and public policy
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
13,655
 
H-index
54
 
i10-index
228
 
Publications
20
 
Co-authors
0
 
Contact
Emaildsmall@wharton.upenn.eduTwitterOpen ↗
Publications
2 items
Randomization inference for treatment effects on survival outcomes
2026
Cited
0
Test-negative designs with various reasons for testing: statistical bias and solution
2023
Cited
0
Resume
Academic Achievements
  • Marshall Joffe’s Contributions to Causal Inference, Biostatistics, and Epidemiology, American Journal of Epidemiology, 2024
  • A Nonparametric Likelihood Approach for Inference in Instrumental Variable Models, Journal of the Korean Statistical Society, 2023
  • Sensitivity Analysis for Observational Studies with Recurrent Events, Lifetime Data Analysis, 2023
  • Randomization-Based Test for Censored Outcomes: A new Look at the Logrank Test, Statistical Science, 2023
  • The Information in Covariate Imbalance in Studies of Hormone Replacement Therapy, Annals of Applied Statistics, 2021
  • Sharpening the Rosenbaum Sensitivity Bounds to Address Concerns about Interactions Between Observed and Unobserved Covariates, Statistica Sinica, 2021
  • Semiparametric Models and Inference for the Effect of a Treatment When the Outcome is Nonnegative with Clumping at Zero, Biometrics, 2021
Research Experience
  • At Wharton since 2002.
Education
  • PhD, Stanford University, 2002; BA, Harvard University, 1997
Background
  • Research interests include applications of statistics to public health, design and analysis of experiments and observational studies for comparing treatments, longitudinal data, measurement error, medicine and economics.