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researcher

Sören R. Künzel

6 papers hereh-index 41.3k citations5 works total

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

author position
  • first author5
  • last author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • math.ST2
  • stat.ME2
  • astro-ph.GA1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20142019
most citedMeta-learners for Estimating Heterogeneous Treatment Effects using Machine Learning

1.1k citations · 1.1k across the 4 of their papers we have counts for

collaborators
Showing 2017 · math.STShow all

1 paper · 2 filters

math.ST2017★ 1.1k cited

Meta-learners for Estimating Heterogeneous Treatment Effects using Machine Learning

Sören R. Künzel, Jasjeet S. Sekhon, Peter J. Bickel +1

There is growing interest in estimating and analyzing heterogeneous treatment effects in experimental and observational studies. We describe a number of meta-algorithms that can ta…

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