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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 10 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2025

Riesz representers for the rest of us

Nicholas T. Williams, Oliver J. Hines, Kara E. Rudolph

The application of semiparametric efficient estimators, particularly those that leverage machine learning, is rapidly expanding within epidemiology and causal inference. This liter…

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