Publications (45)
Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap
Qingyuan Zhao, Dylan S. Small, Bhaswar B. Bhattacharya
Cross-screening in observational studies that test many hypotheses
Qingyuan Zhao, Dylan S. Small, Paul R. Rosenbaum
The effect of winning an Oscar Award on survival: Correcting for healthy performer survivor bias with a rank preserving structural accelerated failure time model
Xu Han, Dylan S. Small, Dean P. Foster +1
R-Estimates vs. GMM: A Theoretical Case Study of Validity and Efficiency
Dylan S. Small, Joseph L. Gastwirth, Abba M. Krieger +1
Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score
Qingyuan Zhao, Jingshu Wang, Gibran Hemani +2
Discovering Effect Modification in an Observational Study of Surgical Mortality at Hospitals with Superior Nursing
Kwonsang Lee, Dylan S. Small, Jesse Y. Hsu +2
A simple and robust confidence interval for causal effects with possibly invalid instruments
Hyunseung Kang, T. Tony Cai, Dylan S. Small
Isolation in the construction of natural experiments
José R. Zubizarreta, Dylan S. Small, Paul R. Rosenbaum
Bracketing in the Comparative Interrupted Time-Series Design to Address Concerns about History Interacting with Group: Evaluating Missouri Handgun Purchaser Law
Raiden B. Hasegawa, Dylan S. Small, Daniel W Webster
Confidence Intervals for Causal Effects with Invalid Instruments using Two-Stage Hard Thresholding with Voting
Zijian Guo, Hyunseung Kang, T. Tony Cai +1
Mediation Analysis Without Sequential Ignorability: Using Baseline Covariates Interacted with Random Assignment as Instrumental Variables
Dylan S. Small
Estimating the Malaria Attributable Fever Fraction Accounting for Parasites Being Killed by Fever and Measurement Error
Kwonsang Lee, Dylan S. Small
Discovering Effect Modification and Randomization Inference in Air Pollution Studies
Kwonsang Lee, Dylan S. Small, Francesca Dominici
Hidden Markov models for alcoholism treatment trial data
Kenneth E. Shirley, Dylan S. Small, Kevin G. Lynch +2
Protocol for an Observational Study on the Effects of Playing High School Football on Later Life Cognitive Functioning and Mental Health
Sameer K. Deshpande, Raiden B. Hasegawa, Amanda R. Rabinowitz +7
Using an Instrumental Variable to Test for Unmeasured Confounding
Zijian Guo, Jing Cheng, Scott A. Lorch +1
Bayesian testing of many hypotheses $\times$ many genes: A study of sleep apnea
Shane T. Jensen, Ibrahim Erkan, Erna S. Arnardottir +1
Causal inference for continuous-time processes when covariates are observed only at discrete times
Mingyuan Zhang, Marshall M. Joffe, Dylan S. Small
Comment: The Essential Role of Pair Matching in Cluster-Randomized Experiments, with Application to the Mexican Universal Health Insurance Evaluation
Kai Zhang, Dylan S. Small
Estimation of causal effects using instrumental variables with nonignorable missing covariates: Application to effect of type of delivery NICU on premature infants
Fan Yang, Scott A. Lorch, Dylan S. Small
A powerful approach to the study of moderate effect modification in observational studies
Kwonsang Lee, Dylan S. Small, Paul R. Rosenbaum
Inference with interference between units in an fMRI experiment of motor inhibition
Xi Luo, Dylan S. Small, Chiang-shan R. Li +1
Powerful genome-wide design and robust statistical inference in two-sample summary-data Mendelian randomization
Qingyuan Zhao, Yang Chen, Jingshu Wang +1
Full Matching Approach to Instrumental Variables Estimation with Application to the Effect of Malaria on Stunting
Hyunseung Kang, Benno Kreuels, Jürgen May +1
Instrumental Variables Estimation with Some Invalid Instruments and its Application to Mendelian Randomization
Hyunseung Kang, Anru Zhang, T. Tony Cai +1
Stronger instruments via integer programming in an observational study of late preterm birth outcomes
José R. Zubizarreta, Dylan S. Small, Neera K. Goyal +2
Causal Inference with Two Versions of Treatment
Raiden B. Hasegawa, Sameer K. Deshpande, Dylan S. Small +1
Multiple testing when many $p$-values are uniformly conservative, with application to testing qualitative interaction in educational interventions
Qingyuan Zhao, Dylan S. Small, Weijie Su
Equivalence testing for functional data with an application to comparing pulmonary function devices
Colin B. Fogarty, Dylan S. Small
Paradoxes in instrumental variable studies with missing data and one-sided noncompliance
Edward H. Kennedy, Dylan S. Small
Discrete Optimization for Interpretable Study Populations and Randomization Inference in an Observational Study of Severe Sepsis Mortality
Colin B. Fogarty, Mark E. Mikkelsen, David F. Gaieski +1
New multivariate tests for assessing covariate balance in matched observational studies
Hao Chen, Dylan S. Small
Sensitivity Analysis for Multiple Comparisons in Matched Observational Studies through Quadratically Constrained Linear Programming
Colin B. Fogarty, Dylan S. Small
Protocol for an Observational Study of the Association of High School Football Participation on Health in Late Adulthood
Timothy G. Gaulton, Sameer K. Deshpande, Dylan S. Small +1
Testing Endogeneity with High Dimensional Covariates
Zijian Guo, Hyunseung Kang, T. Tony Cai +1
Patterns of Effects and Sensitivity Analysis for Differences-in-Differences
Luke J. Keele, Dylan S. Small, Jesse Y. Hsu +1
Two-sample instrumental variable analyses using heterogeneous samples
Qingyuan Zhao, Jingshu Wang, Jack Bowden +1
Sensitivity Analysis for matched pair analysis of binary data: From worst case to average case analysis
Raiden B. Hasegawa, Dylan S. Small
Sensitivity analyses for average treatment effects when outcome is censored by death in instrumental variable models
Kwonsang Lee, Scott A. Lorch, Dylan S. Small
Protocol for an observational study on the effects of playing football in adolescence on mental health in early adulthood
Sameer K. Deshpande, Raiden B. Hasegawa, Jordan Weiss +1
Nonparametric methods for doubly robust estimation of continuous treatment effects
Edward H. Kennedy, Zongming Ma, Matthew D. McHugh +1
Robust causal inference with continuous instruments using the local instrumental variable curve
Edward H. Kennedy, Scott A. Lorch, Dylan S. Small
A Point-process Response Model for Spike Trains from Single Neurons in Neural Circuits under Optogenetic Stimulation
Xi Luo, Steven Gee, Vikaas S. Sohal +1
Mediation Analysis for Count and Zero-Inflated Count Data without Sequential Ignorability and Its Application in Dental Studies
Zijian Guo, Dylan S. Small, Stuart A. Gansky +1
Error-free milestones in error prone measurements
Dylan S. Small, Paul R. Rosenbaum