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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 2023Show all

1 paper · 1 filter

stat.ME2023

A Graphical Approach to Treatment Effect Estimation with Observational Network Data

Meta-Lina Spohn, Leonard Henckel, Marloes H. Maathuis

We propose an easy-to-use adjustment estimator for the effect of a treatment based on observational data from a single (social) network of units. The approach allows for interactio…

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