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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
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
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 2012Show all

1 paper · 1 filter

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.