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C. Gatsonis

2 papers hereh-index 6332.4k citations190 works total

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

author position
  • middle author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • stat.AP1
  • stat.ME1
same name
  • C. Gatsonis — 1 paper, h 7

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

most citedTransporting a prediction model for use in a new target population

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ME2022

Robust Estimation of Loss-Based Measures of Model Performance under Covariate Shift

Samantha Morrison, Constantine Gatsonis, Issa J. Dahabreh +2

We present methods for estimating loss-based measures of the performance of a prediction model in a target population that differs from the source population in which the model was…

stat.AP2021★ 1 cited

Transporting a prediction model for use in a new target population

Jon A. Steingrimsson, Constantine Gatsonis, Issa J. Dahabreh

We consider methods for transporting a prediction model and assessing its performance for use in a new target population, when outcome and covariate information for model developme…

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