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researcher

S. Vansteelandt

14 papers hereh-index 8322 citations23 works total

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

author position
  • first author1
  • middle author6
  • last author7

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

fields
  • stat.ME12
  • math.ST1
  • stat.ML1
same name
  • S. Vansteelandt — 39 papers, h 54

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedInstrumental variables estimation of exposure effects on a time-to-event response using structural cumulative survival models

4 citations · 11 across the 12 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024

Causal machine learning for heterogeneous treatment effects in the presence of missing outcome data

Matthew Pryce, Karla Diaz-Ordaz, Ruth H. Keogh +1

When estimating heterogeneous treatment effects, missing outcome data can complicate treatment effect estimation, causing certain subgroups of the population to be poorly represent…

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