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A. Vanderbeek

3 papers hereh-index 8330 citations18 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME3

identity via Semantic Scholar / OpenAlex

most citedA Weighted Prognostic Covariate Adjustment Method for Efficient and Powerful Treatment Effect Inferences in Randomized Controlled Trials

2 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ME2023★ 1 cited

Bayesian Prognostic Covariate Adjustment With Additive Mixture Priors

Alyssa M. Vanderbeek, Arman Sabbaghi, Jon R. Walsh +1

Effective and rapid decision-making from randomized controlled trials (RCTs) requires unbiased and precise treatment effect inferences. Two strategies to address this requirement a…

stat.ME2023★ 2 cited

A Weighted Prognostic Covariate Adjustment Method for Efficient and Powerful Treatment Effect Inferences in Randomized Controlled Trials

Alyssa M. Vanderbeek, Anna A. Vidovszky, Jessica L. Ross +8

A crucial task for a randomized controlled trial (RCT) is to specify a statistical method that can yield an efficient estimator and powerful test for the treatment effect. A novel…

stat.ME2022★ 1 cited

Prognostic Covariate Adjustment for Binary Outcomes Using Stratification

Alyssa M. Vanderbeek, Jessica L. Ross, David P. Miller +1

Covariate adjustment and methods of incorporating historical data in randomized clinical trials (RCTs) each provide opportunities to increase trial power. We unite these approaches…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.