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researcher

Nicholas T Williams

17 papers hereh-index 10418 citations50 works total

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

author position
  • first author5
  • middle author11

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • stat.ME13
  • math.ST1
  • q-bio.QM1
  • stat.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedGeneral targeted machine learning for modern causal mediation analysis

3 citations · 5 across the 9 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024

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.