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researcher

R. Ayesha Ali

2 papers here

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • math.ST1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedMarkov equivalence for ancestral graphs

90 citations · 91 across the 2 of their papers we have counts for

collaborators

2 papers

math.ST2009★ 90 cited

Markov equivalence for ancestral graphs

R. Ayesha Ali, Thomas S. Richardson, Peter Spirtes

Ancestral graphs can encode conditional independence relations that arise in directed acyclic graph (DAG) models with latent and selection variables. However, for any ancestral gra…

stat.ML2009★ 1 cited

Supplementary material for Markov equivalence for ancestral graphs

R. A. Ali, T. Richardson, P. Spirtes

We prove that the criterion for Markov equivalence provided by Zhao et al. (2005) may involve a set of features of a graph that is exponential in the number of vertices.

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