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researcher

Kara E. Rudolph

11 papers hereh-index 7122 citations27 works total

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

author position
  • first author1
  • middle author6
  • last author2

Across the 9 of 11 papers where every author was matched, so the position is known.

fields
  • stat.ME7
  • math.ST1
  • q-bio.QM1
  • stat.AP1
  • stat.ML1
same name
  • Kara E. Rudolph — 1 paper

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
20242026
most citedLearning Optimal Dynamic Treatment Regimes from Longitudinal Data

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

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024★ 3 cited

General targeted machine learning for modern causal mediation analysis

Richard Liu, Nicholas T. Williams, Kara E. Rudolph +1

Causal mediation analyses investigate the mechanisms through which causes exert their effects, and are therefore central to scientific progress. The literature on the non-parametri…

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