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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 2013 · cs.AIShow all

1 paper · 2 filters

cs.AI2013★ 138 cited

Probabilistic Evaluation of Sequential Plans from Causal Models with Hidden Variables

Judea Pearl, James M. Robins

The paper concerns the probabilistic evaluation of plans in the presence of unmeasured variables, each plan consisting of several concurrent or sequential actions. We establish a g…

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