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I. Waernbaum

3 papers hereh-index 181.5k citations52 works total

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

author position
  • middle author1
  • last author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedLarge Sample Properties of Entropy Balancing Estimators of Average Causal Effects

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

collaborators

3 papers

stat.ME2022★ 4 cited

Large Sample Properties of Entropy Balancing Estimators of Average Causal Effects

David Källberg, Ingeborg Waernbaum

Weighting methods are used in observational studies to adjust for covariate imbalances between treatment and control groups. Entropy balancing (EB) is an alternative to inverse pro…

stat.AP2020

Trial emulation and survival analysis for disease incidence registers: a case study on the causal effect of pre-emptive kidney transplantation

Camila Olarte Parra, Ingeborg Waernbaum, Staffan Schön +1

Numerous tutorials and research papers focus on methods in either survival analysis or causal inference, leaving common complications in medical studies unaddressed. In practice on…

stat.ME2019

Formulating causal questions and principled statistical answers

Els Goetghebeur, Saskia le Cessie, Bianca De Stavola +2

Although review papers on causal inference methods are now available, there is a lack of introductory overviews on what they can render and on the guiding criteria for choosing one…

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