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Kara E. Rudolph

6 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 author4
  • last author1

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

fields
  • stat.ME3
  • math.ST1
  • stat.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2025

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.