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researcher

J. Robins

60 papers hereh-index 11575.6k citations383 works total

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

author position
  • sole author1
  • first author8
  • middle author22
  • last author29

Across the 60 of 60 papers where every author was matched, so the position is known.

fields
  • stat.ME34
  • math.ST12
  • stat.ML6
  • q-bio.QM3
  • cs.LG2
  • cs.AI1
same name
  • J. Robins — 1 paper, h 4

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
20042023
most citedComment: Performance of Double-Robust Estimators When ``Inverse Probability'' Weights Are Highly Variable

313 citations · 1.6k across the 58 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

1 paper · 2 filters

stat.ML2016★ 48 cited

Double/Debiased Machine Learning for Treatment and Causal Parameters

Victor Chernozhukov, Denis Chetverikov, Mert Demirer +4

Most modern supervised statistical/machine learning (ML) methods are explicitly designed to solve prediction problems very well. Achieving this goal does not imply that these metho…

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