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Dylan S. Small

Identifiers

  • name variant Dylan S. Small 0.60 · backfill

Papers (47)

  1. Powerful Multivariate Sensitivity Analysis via Sample Splitting in an Observational Study of the Effects of Poverty on Cardiovascular Disease Risk Factors stat.ME · 2026 · author #5
  2. A subgroup-aware scoring approach to the study of effect modification in observational studies stat.ME · 2024 · author #2
  3. Bracketing in the Comparative Interrupted Time-Series Design to Address Concerns about History Interacting with Group: Evaluating Missouri Handgun Purchaser Law stat.ME · 2019 · author #2
  4. Protocol for an Observational Study of the Association of High School Football Participation on Health in Late Adulthood stat.AP · 2019 · author #3
  5. Patterns of Effects and Sensitivity Analysis for Differences-in-Differences stat.AP · 2019 · author #2
  6. Protocol for an observational study on the effects of playing football in adolescence on mental health in early adulthood stat.AP · 2018 · author #4
  7. Powerful genome-wide design and robust statistical inference in two-sample summary-data Mendelian randomization stat.AP · 2018 · author #4
  8. Sensitivity analyses for average treatment effects when outcome is censored by death in instrumental variable models stat.ME · 2018 · author #3
  9. Discovering Effect Modification and Randomization Inference in Air Pollution Studies stat.AP · 2018 · author #2
  10. Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score stat.AP · 2018 · author #5
  11. Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap stat.ME · 2017 · author #2
  12. Two-sample instrumental variable analyses using heterogeneous samples math.ST · 2017 · author #4
  13. Sensitivity Analysis for matched pair analysis of binary data: From worst case to average case analysis stat.ME · 2017 · author #2
  14. Causal Inference with Two Versions of Treatment stat.ME · 2017 · author #3
  15. Paradoxes in instrumental variable studies with missing data and one-sided noncompliance stat.ME · 2017 · author #2
  16. Multiple testing when many $p$-values are uniformly conservative, with application to testing qualitative interaction in educational interventions stat.ME · 2017 · author #2
  17. Cross-screening in observational studies that test many hypotheses stat.ME · 2017 · author #2
  18. A powerful approach to the study of moderate effect modification in observational studies stat.ME · 2017 · author #2
  19. Testing Endogeneity with High Dimensional Covariates math.ST · 2016 · author #4
  20. New multivariate tests for assessing covariate balance in matched observational studies stat.ME · 2016 · author #2
  21. Robust causal inference with continuous instruments using the local instrumental variable curve stat.ME · 2016 · author #3
  22. Protocol for an Observational Study on the Effects of Playing High School Football on Later Life Cognitive Functioning and Mental Health stat.AP · 2016 · author #10
  23. Estimating the Malaria Attributable Fever Fraction Accounting for Parasites Being Killed by Fever and Measurement Error stat.AP · 2016 · author #2
  24. Discovering Effect Modification in an Observational Study of Surgical Mortality at Hospitals with Superior Nursing stat.AP · 2016 · author #2
  25. Confidence Intervals for Causal Effects with Invalid Instruments using Two-Stage Hard Thresholding with Voting math.ST · 2016 · author #4
  26. Mediation Analysis for Count and Zero-Inflated Count Data without Sequential Ignorability and Its Application in Dental Studies stat.ME · 2016 · author #2
  27. Using an Instrumental Variable to Test for Unmeasured Confounding stat.ME · 2016 · author #4
  28. Nonparametric methods for doubly robust estimation of continuous treatment effects stat.ME · 2015 · author #4
  29. Sensitivity Analysis for Multiple Comparisons in Matched Observational Studies through Quadratically Constrained Linear Programming stat.ME · 2015 · author #2
  30. A simple and robust confidence interval for causal effects with possibly invalid instruments stat.ME · 2015 · author #3
  31. Isolation in the construction of natural experiments stat.AP · 2015 · author #2
  32. Full Matching Approach to Instrumental Variables Estimation with Application to the Effect of Malaria on Stunting stat.AP · 2014 · author #4
  33. Discrete Optimization for Interpretable Study Populations and Randomization Inference in an Observational Study of Severe Sepsis Mortality stat.AP · 2014 · author #4
  34. Equivalence testing for functional data with an application to comparing pulmonary function devices stat.AP · 2014 · author #2
  35. Estimation of causal effects using instrumental variables with nonignorable missing covariates: Application to effect of type of delivery NICU on premature infants stat.AP · 2014 · author #3
  36. Instrumental Variables Estimation with Some Invalid Instruments and its Application to Mendelian Randomization stat.ME · 2014 · author #4
  37. Stronger instruments via integer programming in an observational study of late preterm birth outcomes stat.AP · 2013 · author #2
  38. A Point-process Response Model for Spike Trains from Single Neurons in Neural Circuits under Optogenetic Stimulation stat.ME · 2012 · author #4
  39. Inference with interference between units in an fMRI experiment of motor inhibition stat.ME · 2011 · author #2
  40. Mediation Analysis Without Sequential Ignorability: Using Baseline Covariates Interacted with Random Assignment as Instrumental Variables stat.ME · 2011 · author #1
  41. The effect of winning an Oscar Award on survival: Correcting for healthy performer survivor bias with a rank preserving structural accelerated failure time model stat.AP · 2011 · author #2
  42. Causal inference for continuous-time processes when covariates are observed only at discrete times math.ST · 2011 · author #3
  43. Hidden Markov models for alcoholism treatment trial data stat.AP · 2010 · author #2
  44. Comment: The Essential Role of Pair Matching in Cluster-Randomized Experiments, with Application to the Mexican Universal Health Insurance Evaluation stat.ME · 2009 · author #2
  45. Error-free milestones in error prone measurements stat.AP · 2009 · author #1
  46. Bayesian testing of many hypotheses $\times$ many genes: A study of sleep apnea stat.ME · 2009 · author #4
  47. R-Estimates vs. GMM: A Theoretical Case Study of Validity and Efficiency math.ST · 2007 · author #1

Mentions

  • 1507.00747 #4 · backfill · confidence 0.70 Dylan S. Small
  • 2606.04416 #5 · arxiv_oai · confidence 0.70 Dylan S. Small
  • 1505.03810 #2 · backfill · confidence 0.70 Dylan S. Small
  • 1504.03718 #3 · backfill · confidence 0.70 Dylan S. Small
  • 1501.04392 #2 · backfill · confidence 0.70 Dylan S. Small
  • 1411.7342 #4 · backfill · confidence 0.70 Dylan S. Small
  • 1411.4873 #4 · backfill · confidence 0.70 Dylan S. Small
  • 1407.5079 #2 · backfill · confidence 0.70 Dylan S. Small
  • 1404.2477 #3 · backfill · confidence 0.70 Dylan S. Small
  • 1401.5755 #4 · backfill · confidence 0.70 Dylan S. Small
  • 1304.4066 #2 · backfill · confidence 0.70 Dylan S. Small
  • 1207.4085 #4 · backfill · confidence 0.70 Dylan S. Small
  • 1110.6560 #2 · backfill · confidence 0.70 Dylan S. Small
  • 1109.1070 #1 · backfill · confidence 0.70 Dylan S. Small
  • 1108.0822 #2 · backfill · confidence 0.70 Dylan S. Small
  • 1103.1472 #3 · backfill · confidence 0.70 Dylan S. Small
  • 2411.18510 #2 · arxiv_oai · confidence 0.70 Dylan S. Small
  • 1010.1410 #2 · backfill · confidence 0.70 Dylan S. Small
  • 0910.3756 #2 · backfill · confidence 0.70 Dylan S. Small
  • 0910.1233 #1 · backfill · confidence 0.70 Dylan S. Small
  • 0903.0201 #4 · backfill · confidence 0.70 Dylan S. Small

Frequent Coauthors