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researcher

Richard Liu

6 papers hereh-index 219 citations12 works total

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

author position
  • first author2
  • middle author4

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

fields
  • stat.ME5
  • stat.ML1
same name
  • Richard Liu — 5 papers, h 4
  • Richard Liu — 4 papers, h 3
  • Richard Liu — 3 papers, h 1
  • Richard Liu — 1 paper, h 2
  • Richard Liu — 1 paper, h 1
  • Richard Liu — 1 paper, h 2

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
20232026
most citedGeneral targeted machine learning for modern causal mediation analysis

3 citations · 4 across the 5 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.