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S. Villar

9 papers hereh-index 222.2k citations61 works total

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

author position
  • first author1
  • middle author6
  • last author2

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

fields
  • cs.LG3
  • stat.AP3
  • q-bio.PE1
  • stat.ME1
  • stat.ML1
same name
  • S. Villar — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedLearning for Dose Allocation in Adaptive Clinical Trials with Safety Constraints

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

collaborators
Showing stat.APShow all

3 papers · 1 filter

stat.AP2020

Adding flexibility to clinical trial designs: an example-based guide to the practical use of adaptive designs

Thomas Burnett, Pavel Mozgunov, Philip Pallmann +3

Adaptive designs for clinical trials permit alterations to a study in response to accumulating data in order to make trials more flexible, ethical and efficient. These benefits are…

stat.AP2017

Bayesian adaptive bandit-based designs using the Gittins index for multi-armed trials with normally distributed endpoints

Adam Smith, Sofia S. Villar

Adaptive designs for multi-armed clinical trials have become increasingly popular recently in many areas of medical research because of their potential to shorten development times…

stat.AP2017

Response adaptive designs for binary responses: how to offer patient benefit while being robust to time trends?

Sofia S. Villar, Jack Bowden, James Wason

Response-adaptive randomisation (RAR) can considerably improve the chances of a successful treatment outcome for patients in a clinical trial by skewing the allocation probability…

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