Dylan Small
67 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0003-4928-2646
Department of Statistics and Data Science, University of Pennsylvania
Publications
- Planning for gold: Hypothesis screening with split samples for valid powerful testing in matched observational studies — Biometrika 2026
- Sensitivity analysis and power in the presence of many weak instruments: Application to the effect of incarceration on future earnings — The Annals of Applied Statistics 2025
- Combining Broad and Narrow Case Definitions in Matched Case-Control Studies: Firearms in the Home and Suicide Risk — Journal of the American Statistical Association 2025
- A Negative Correlation Strategy for Bracketing in Difference-in-Differences — Journal of the American Statistical Association 2024
- Model-Robust and Efficient Covariate Adjustment for Cluster-Randomized Experiments — Journal of the American Statistical Association 2024
- Sensitivity analysis for matched observational studies with continuous exposures and binary outcomes — Biometrika 2024
- A new design for observational studies applied to the study of the effects of high school football on cognition late in life — The Annals of Applied Statistics 2024
- Randomization inference for cluster-randomized test-negative designs with application to Dengue studies: Unbiased estimation, partial compliance, and stepped-wedge design — The Annals of Applied Statistics 2023
- Social distancing and COVID-19: Randomization inference for a structured dose-response relationship — The Annals of Applied Statistics 2023
- Matching One Sample According to Two Criteria in Observational Studies — Journal of the American Statistical Association 2023
- Using predictability to improve matching of urban locations in Philadelphia — The Annals of Applied Statistics 2023
- Dimensions, power and factors in an observational study of behavioral problems after physical abuse of children — The Annals of Applied Statistics 2022
- Selective inference for effect modification via the lasso — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
- Estimating Malaria Vaccine Efficacy in the Absence of a Gold Standard Case Definition: Mendelian Factorial Design — Journal of the American Statistical Association 2022
- Evidence factors from multiple, possibly invalid, instrumental variables — The Annals of Statistics 2022
- Reinforced Designs: Multiple Instruments Plus Control Groups as Evidence Factors in an Observational Study of the Effectiveness of Catholic Schools — Journal of the American Statistical Association 2021
- Increasing power for observational studies of aberrant response: An adaptive approach — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2021
- The information in covariate imbalance in studies of hormone replacement therapy — The Annals of Applied Statistics 2021
- Discovering Heterogeneous Exposure Effects Using Randomization Inference in Air Pollution Studies — Journal of the American Statistical Association 2021
- Introduction to the Theory and Methods Special Issue on Precision Medicine and Individualized Policy Discovery — Journal of the American Statistical Association 2021
- Selecting and Ranking Individualized Treatment Rules With Unmeasured Confounding — Journal of the American Statistical Association 2021 (name-matched, not ORCID-linked)
- Evidence factors in a case-control study with application to the effect of flexible sigmoidoscopy screening on colorectal cancer — The Annals of Applied Statistics 2020
- Assessment of the extent of corroboration of an elaborate theory of a causal hypothesis using partial conjunctions of evidence factors — The Annals of Statistics 2020
- Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score — The Annals of Statistics 2020
- Multiple Testing When Manyp-Values are Uniformly Conservative, with Application to Testing Qualitative Interaction in Educational Interventions — Journal of the American Statistical Association 2019
- Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2019
- Robust causal inference with continuous instruments using the local instrumental variable curve — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2019
- Integrating the evidence from evidence factors in observational studies — Biometrika 2019
- Estimating the Malaria Attributable Fever Fraction Accounting for Parasites Being Killed by Fever and Measurement Error — Journal of the American Statistical Association 2019
- Cross-Screening in Observational Studies That Test Many Hypotheses — Journal of the American Statistical Association 2018
- Confidence intervals for causal effects with invalid instruments by using two-stage hard thresholding with voting — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
- Quantitative Evaluation of the Trade-Off of Strengthened Instruments and Sample Size in Observational Studies — Journal of the American Statistical Association 2018
- Randomization Inference and Sensitivity Analysis for Composite Null Hypotheses With Binary Outcomes in Matched Observational Studies — Journal of the American Statistical Association 2017
- Non-parametric methods for doubly robust estimation of continuous treatment effects — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017 (name-matched, not ORCID-linked)
- Randomization inference for stepped-wedge cluster-randomized trials: An application to community-based health insurance — The Annals of Applied Statistics 2017
- Discrete Optimization for Interpretable Study Populations and Randomization Inference in an Observational Study of Severe Sepsis Mortality — Journal of the American Statistical Association 2016
- Sensitivity Analysis for Multiple Comparisons in Matched Observational Studies Through Quadratically Constrained Linear Programming — Journal of the American Statistical Association 2016
- Full matching approach to instrumental variables estimation with application to the effect of malaria on stunting — The Annals of Applied Statistics 2016
- Constructed Second Control Groups and Attenuation of Unmeasured Biases — Journal of the American Statistical Association 2016
- Instrumental Variables Estimation With Some Invalid Instruments and its Application to Mendelian Randomization — Journal of the American Statistical Association 2016
- Using post-outcome measurement information in censoring-by-death problems — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
- Strong control of the familywise error rate in observational studies that discover effect modification by exploratory methods — Biometrika 2015
- Semiparametric causal inference in matched cohort studies — Biometrika 2015
- Predicting Customer Value Using Clumpiness: From RFM to RFMC — Marketing Science 2015
- Clustered Treatment Assignments and Sensitivity to Unmeasured Biases in Observational Studies — Journal of the American Statistical Association 2014
- Equivalence testing for functional data with an application to comparing pulmonary function devices — The Annals of Applied Statistics 2014
- Isolation in the construction of natural experiments — The Annals of Applied Statistics 2014
- Estimation of causal effects using instrumental variables with nonignorable missing covariates: Application to effect of type of delivery NICU on premature infants — The Annals of Applied Statistics 2014 (name-matched, not ORCID-linked)
- Effect Modification and Design Sensitivity in Observational Studies — Journal of the American Statistical Association 2013
- Case Definition and Design Sensitivity — Journal of the American Statistical Association 2013
- Stronger instruments via integer programming in an observational study of late preterm birth outcomes — The Annals of Applied Statistics 2013
- Inference With Interference Between Units in an fMRI Experiment of Motor Inhibition — Journal of the American Statistical Association 2012
- Using Split Samples and Evidence Factors in an Observational Study of Neonatal Outcomes — Journal of the American Statistical Association 2011
- Causal inference for continuous-time processes when covariates are observed only at discrete times — The Annals of Statistics 2011
- Sensitivity Analysis for the Cross-Match Test, With Applications in Genomics — Journal of the American Statistical Association 2010
- Building a Stronger Instrument in an Observational Study of Perinatal Care for Premature Infants — Journal of the American Statistical Association 2010
- Hidden Markov models for alcoholism treatment trial data — The Annals of Applied Statistics 2010 (name-matched, not ORCID-linked)
- Efficient nonparametric estimation of causal effects in randomized trials with noncompliance — Biometrika 2009
- Error-free milestones in error prone measurements — The Annals of Applied Statistics 2009
- Bayesian testing of many hypotheses × many genes: A study of sleep apnea — The Annals of Applied Statistics 2009 (name-matched, not ORCID-linked)
- Split Samples and Design Sensitivity in Observational Studies — Journal of the American Statistical Association 2009
- Randomization Inference in a Group–Randomized Trial of Treatments for Depression — Journal of the American Statistical Association 2008
- War and Wages — Journal of the American Statistical Association 2008
- Sensitivity Analysis for Instrumental Variables Regression With Overidentifying Restrictions — Journal of the American Statistical Association 2007
- Marginal regression analysis of longitudinal data with time-dependent covariates: a generalized method-of-moments approach — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2007
- Bounds on causal effects in three-arm trials with non-compliance — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2006
- Exploration, Confirmation, and Replication in the Same Observational Study: A Two Team Cross-Screening Approach to Studying the Effect of Unwanted Pregnancy on Mothers’ Later Life Outcomes — Journal of the American Statistical Association