Dylan S. Small

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Person:288595

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zbMath Open small.dylan-sMaRDI QIDQ288595

List of research outcomes

PublicationDate of PublicationType
Sensitivity analysis for observational studies with recurrent events2024-04-11Paper
A nonparametric binomial likelihood approach for causal inference in instrumental variable models2024-04-02Paper
Using predictability to improve matching of urban locations in Philadelphia2024-01-16Paper
Nonparametric Maximum Likelihood Estimation Under a Likelihood Ratio Order2023-11-09Paper
Two robust tools for inference about causal effects with invalid instruments2023-10-30Paper
Semiparametric models and inference for the effect of a treatment when the outcome is nonnegative with clumping at zero2023-10-30Paper
Instrumented Difference-in-Differences2023-10-30Paper
Rejoinder to “Instrumented Difference-in-Differences”2023-10-30Paper
Matching One Sample According to Two Criteria in Observational Studies2023-07-04Paper
Randomization inference for cluster-randomized test-negative designs with application to dengue studies: unbiased estimation, partial compliance, and stepped-wedge design2023-06-05Paper
Monotone B-Spline Smoothing for a Generalized Linear Model Response2023-04-03Paper
Estimating Malaria Vaccine Efficacy in the Absence of a Gold Standard Case Definition: Mendelian Factorial Design2023-03-09Paper
Social distancing and COVID-19: randomization inference for a structured dose-response relationship2023-02-24Paper
Randomization-based test for censored outcomes: a new look at the logrank test2023-02-16Paper
Dissonant Conclusions When Testing the Validity of an Instrumental Variable2023-02-15Paper
Comparing Covariate Prioritization via Matching to Machine Learning Methods for Causal Inference Using Five Empirical Applications2022-12-14Paper
The Case-Control Approach Can be More Powerful for Matched Pair Observational Studies When the Outcome is Rare2022-11-18Paper
Dimensions, power and factors in an observational study of behavioral problems after physical abuse of children2022-10-10Paper
Selective Inference for Effect Modification Via the Lasso2022-09-27Paper
Marginal Regression Analysis of Longitudinal Data With Time-Dependent Covariates: A Generalized Method-of-Moments Approach2022-07-11Paper
Increasing Power for Observational Studies of Aberrant Response: An Adaptive Approach2022-07-11Paper
Evidence factors from multiple, possibly invalid, instrumental variables2022-06-24Paper
Sharpening the Rosenbaum Sensitivity Bounds to Address Concerns About Interactions Between Observed and Unobserved Covariates2022-04-25Paper
Using Approximation Algorithms to Build Evidence Factors and Related Designs for Observational Studies2022-03-28Paper
The information in covariate imbalance in studies of hormone replacement therapy2022-02-28Paper
A conversation with Tze Leung Lai2021-07-06Paper
Discovering Heterogeneous Exposure Effects Using Randomization Inference in Air Pollution Studies2021-07-06Paper
Randomization-based Test for Censored Outcomes: A New Look at the Logrank Test2021-07-06Paper
Reinforced Designs: Multiple Instruments Plus Control Groups as Evidence Factors in an Observational Study of the Effectiveness of Catholic Schools2021-03-30Paper
Selecting and Ranking Individualized Treatment Rules With Unmeasured Confounding2021-03-30Paper
Assessment of the extent of corroboration of an elaborate theory of a causal hypothesis using partial conjunctions of evidence factors2021-02-26Paper
Editorial: special issue on ``causal inference2021-01-12Paper
New measures of clumpiness for incidence data2020-10-26Paper
Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score2020-08-28Paper
Evidence factors in a case-control study with application to the effect of flexible sigmoidoscopy screening on colorectal cancer2020-08-26Paper
https://portal.mardi4nfdi.de/entity/Q32958652020-07-13Paper
An R package and a study of methods for computing empirical likelihood2020-03-06Paper
Correction to “Sensitivity Analysis for matched pair analysis of binary data: From worst case to average case analysis,” by Raiden Hasegawa and Dylan Small; 73, 1424–1432, December 20172020-02-07Paper
Sensitivity Analysis for Inverse Probability Weighting Estimators via the Percentile Bootstrap2019-12-04Paper
Integrating the evidence from evidence factors in observational studies2019-11-28Paper
Multiple Testing When Many p-Values are Uniformly Conservative, with Application to Testing Qualitative Interaction in Educational Interventions2019-11-12Paper
Comment: Will competition-winning methods for causal inference also succeed in practice?2019-09-27Paper
Two-sample instrumental variable analyses using heterogeneous samples2019-09-27Paper
Estimating the Malaria Attributable Fever Fraction Accounting for Parasites Being Killed by Fever and Measurement Error2019-08-19Paper
Using Approximation Algorithms to Build Evidence Factors and Related Designs for Observational Studies2019-05-13Paper
Using Post-Outcome Measurement Information in Censoring-by-Death Problems2019-05-09Paper
Robust Causal Inference with Continuous Instruments Using the Local Instrumental Variable Curve2019-03-01Paper
Sensitivity analysis for matched pair analysis of binary data: From worst case to average case analysis2018-11-16Paper
False discovery rate control for effect modification in observational studies2018-11-01Paper
Confidence Intervals for Causal Effects with Invalid Instruments using Two-Stage Hard Thresholding with Voting2018-10-30Paper
Testing Endogeneity with High Dimensional Covariates2018-10-12Paper
Instrumental variable estimation with a stochastic monotonicity assumption2018-03-13Paper
Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score2018-01-29Paper
Non-parametric Methods for Doubly Robust Estimation of Continuous Treatment Effects2017-09-29Paper
Clustered Treatment Assignments and Sensitivity to Unmeasured Biases in Observational Studies2017-08-04Paper
An adaptive Mantel–Haenszel test for sensitivity analysis in observational studies2017-07-21Paper
Randomization inference for stepped-wedge cluster-randomized trials: an application to community-based health insurance2017-06-02Paper
Selective inference for effect modification via the lasso2017-05-22Paper
Testing Endogeneity with High Dimensional Covariates2016-09-21Paper
Control Function Instrumental Variable Estimation of Nonlinear Causal Effect Models2016-08-16Paper
Full matching approach to instrumental variables estimation with application to the effect of malaria on stunting2016-05-27Paper
Bayesian hierarchical regression on clearance rates in the presence of “lag” and “tail” phases with an application to malaria parasites2016-05-04Paper
Confidence Intervals for Causal Effects with Invalid Instruments using Two-Stage Hard Thresholding with Voting2016-03-16Paper
Control Function Instrumental Variable Estimation of Nonlinear Causal Effect Models2016-02-02Paper
Strong control of the familywise error rate in observational studies that discover effect modification by exploratory methods2016-01-08Paper
Comment: ``The essential role of pair matching in cluster-randomized experiments, with application to the Mexican Universal Health Insurance evaluation2015-12-22Paper
Semiparametric causal inference in matched cohort studies2015-12-11Paper
Building a Stronger Instrument in an Observational Study of Perinatal Care for Premature Infants2015-06-17Paper
Sensitivity Analysis for the Cross-Match Test, With Applications in Genomics2015-06-16Paper
Split Samples and Design Sensitivity in Observational Studies2015-06-10Paper
Optimal restricted estimation for more efficient longitudinal causal inference2015-05-06Paper
Exact tests for the Rasch model via sequential importance sampling2015-03-05Paper
Equivalence testing for functional data with an application to comparing pulmonary function devices2015-02-26Paper
Isolation in the construction of natural experiments2015-02-26Paper
Discussion of ``Dynamic treatment regimes: technical challenges and applications2014-09-05Paper
Estimation of causal effects using instrumental variables with nonignorable missing covariates: application to effect of type of delivery NICU on premature infants2014-06-10Paper
https://portal.mardi4nfdi.de/entity/Q54132812014-04-29Paper
Calibrating Sensitivity Analyses to Observed Covariates in Observational Studies2014-04-08Paper
Case Definition and Design Sensitivity2014-04-01Paper
Use of Individual-level Covariates to Improve Latent Class Analysis of Trypanosoma cruzi Diagnostic Tests2013-12-11Paper
Shrinkage Empirical Likelihood Estimator in Longitudinal Analysis with Time‐Dependent Covariates—Application to Modeling the Health of Filipino Children2013-11-13Paper
Modeling Parasite Infection Dynamics when there Is Heterogeneity and Imperfect Detectability2013-11-13Paper
Effect of vitamin A deficiency on respiratory infection: Causal inference for a discretely observed continuous time non-stationary Markov process2013-10-29Paper
Stronger instruments via integer programming in an observational study of late preterm birth outcomes2013-06-06Paper
Effect Modification and Design Sensitivity in Observational Studies2013-04-26Paper
Inference With Interference Between Units in an fMRI Experiment of Motor Inhibition2013-04-22Paper
Optimal Matching with Minimal Deviation from Fine Balance in a Study of Obesity and Surgical Outcomes2012-09-14Paper
\(R\)-estimates vs. GMM: a theoretical case study of validity and efficiency2012-09-01Paper
Defining and estimating intervention effects for groups that will develop an auxiliary outcome2012-09-01Paper
Simultaneous sensitivity analysis for observational studies using full matching or matching with multiple controls2012-08-18Paper
A Powerful and Robust Test Statistic for Randomization Inference in Group-Randomized Trials with Matched Pairs of Groups2012-06-27Paper
Inference for the Effect of Treatment on Survival Probability in Randomized Trials with Noncompliance and Administrative Censoring2012-06-20Paper
Doubly robust instrumental variable regression2012-03-08Paper
Using Split Samples and Evidence Factors in an Observational Study of Neonatal Outcomes2011-10-28Paper
The effect of winning an Oscar Award on survival: correcting for healthy performer survivor bias with a rank preserving structural accelerated failure time model2011-10-21Paper
Causal inference for continuous-time processes when covariates are observed only at discrete times2011-04-05Paper
War and Wages2011-02-01Paper
Error-free milestones in error prone measurements2010-07-20Paper
Bayesian testing of many hypotheses \(\times \) many genes: a study of sleep apnea2010-07-20Paper
Hidden Markov models for alcoholism treatment trial data2010-06-23Paper
Randomization Inference in a Group–Randomized Trial of Treatments for Depression2009-06-12Paper
Sensitivity Analysis for Instrumental Variables Regression With Overidentifying Restrictions2009-06-12Paper
Efficient nonparametric estimation of causal effects in randomized trials with noncompliance2009-03-11Paper
Statistical inference in dynamic panel data models2008-06-11Paper
Randomization Inference in a Group–Randomized Trial of Treatments for Depression2008-03-01Paper
Bounds on Causal Effects in Three-Arm Trials With Non-Compliance2007-05-24Paper

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