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researcher

I. Waernbaum

10 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
  • first author1
  • middle author4
  • last author4

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

fields
  • stat.ME8
  • math.ST1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20132025
most citedInverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation

34 citations · 56 across the 8 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

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…

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