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researcher

J. Robins

25 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 author5
  • middle author10
  • last author8

Across the 24 of 25 papers where every author was matched, so the position is known.

fields
  • stat.ME14
  • math.ST6
  • stat.ML3
  • cs.AI1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20042022
most citedComment: Performance of Double-Robust Estimators When ``Inverse Probability'' Weights Are Highly Variable

313 citations · 839 across the 19 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

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.