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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 2012 · stat.MLShow all

1 paper · 2 filters

stat.ML2012★ 15 cited

Parameter and Structure Learning in Nested Markov Models

Ilya Shpitser, Thomas S. Richardson, James M. Robins +1

The constraints arising from DAG models with latent variables can be naturally represented by means of acyclic directed mixed graphs (ADMGs). Such graphs contain directed and bidir…

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