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researcher

Leonard Henckel

14 papers hereh-index 5269 citations20 works total

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

author position
  • first author3
  • middle author8
  • last author3

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • math.ST5
  • stat.ME5
  • stat.ML3
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedGraphical Criteria for Efficient Total Effect Estimation via Adjustment in Causal Linear Models

62 citations · 104 across the 14 of their papers we have counts for

collaborators
Showing 2022 · math.STShow all

1 paper · 2 filters

math.ST2022★ 7 cited

Graphical tools for selecting conditional instrumental sets

Leonard Henckel, Martin Buttenschön, Marloes H. Maathuis

We consider the efficient estimation of total causal effects in the presence of unmeasured confounding using conditional instrumental sets. Specifically, we consider the two-stage…

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