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J. Pensar

5 papers hereh-index 211.3k citations60 works total

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

author position
  • first author2
  • middle author2
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.CO2
  • stat.ME2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedHigh-dimensional structure learning of binary pairwise Markov networks: A comparative numerical study

9 citations · 21 across the 3 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2025

The Probability of Tiered Benefit: Partial Identification with Robust and Stable Inference

Johan de Aguas, Sebastian Krumscheid, Johan Pensar +1

We define the Probability of Tiered Benefit in scenarios with a binary exposure and an outcome that is either categorical with K≥2 ordered tiers or continuous partitioned by…

stat.ME2021★ 8 cited

Structure Learning of Contextual Markov Networks using Marginal Pseudo-likelihood

Johan Pensar, Henrik Nyman, Jukka Corander

Markov networks are popular models for discrete multivariate systems where the dependence structure of the variables is specified by an undirected graph. To allow for more expressi…

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