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Alejandro Schuler

10 papers hereh-index 171.8k citations49 works total

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

author position
  • sole author2
  • first author3
  • middle author3
  • last author1

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • stat.ME3
  • cs.LG1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedSynth-Validation: Selecting the Best Causal Inference Method for a Given Dataset

8 citations · 14 across the 7 of their papers we have counts for

collaborators
Showing stat.MEShow all

3 papers · 1 filter

stat.ME2021

Mixed models for repeated measures should include time-by-covariate interactions to assure power gains and robustness against dropout bias relative to complete-case ANCOVA

Alejandro Schuler

In randomized trials with continuous-valued outcomes the goal is often to estimate the difference in average outcomes between two treatment groups. However, the outcome in some tri…

stat.ME2021

Designing efficient randomized trials: power and sample size calculation when using semiparametric efficient estimators

Alejandro Schuler

Trials enroll a large number of subjects in order to attain power, making them expensive and time-consuming. Sample size calculations are often performed with the assumption of an…

stat.ME2020

Bayesian prognostic covariate adjustment

David Walsh, Alejandro Schuler, Diana Hall +2

Historical data about disease outcomes can be integrated into the analysis of clinical trials in many ways. We build on existing literature that uses prognostic scores from a predi…

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