Dylan S. Small

University of Pennsylvania

United States

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Articles (12)

Year:

2024

Year:

2024

Year:

2023

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2023

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2023

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2022

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2022

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2022

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2022

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2022

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2022

Year:

2021

Collaborators (5)

Bo Zhang

Assistant Professor of Biostatistics

UNITED STATES

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Guangyu Tong

Yale University

UNITED STATES

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Katherine Brumberg

Assistant Professor

University of Michigan–Ann Arbor

UNITED STATES

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Ting Ye

Assistant Professor

University of Washington

UNITED STATES

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Bikram Karmakar

University of Wisconsin-Madison

UNITED STATES

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Dylan S. Small

Research Interests

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Articles (12)

Optimal refinement of strata to balance covariates

A mixed model approach to estimate the survivor average causal effect in cluster‐randomized trials

Instrumented difference‐in‐differences

Rejoinder to “Instrumented difference‐in‐differences”

Constructing independent evidence from regression and instrumental variables with an application to the effect of violent conflict on altruism and risk preference

Towards automation of transcranial Doppler ultrasound data in pediatric cerebral malaria

Using randomized rounding of linear programs to obtain unweighted natural strata that balance many covariates

A marginal structural model for estimation of the effect of HIV positivity awareness on risky sexual behavior

Selective inference for effect modification via the lasso

New multivariate tests for assessing covariate balance in matched observational studies

Two robust tools for inference about causal effects with invalid instruments

Semiparametric models and inference for the effect of a treatment when the outcome is nonnegative with clumping at zero

Collaborators (5)

Bo Zhang

Guangyu Tong

Katherine Brumberg

Ting Ye

Bikram Karmakar

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