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F. Castelletti

10 papers hereh-index 9191 citations24 works total

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

author position
  • sole author1
  • first author7
  • last author2

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • stat.ME9
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedLearning Bayesian networks: a copula approach for mixed-type data

5 citations · 7 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

stat.ME2021★ 1 cited

Bayesian graphical modeling for heterogeneous causal effects

Federico Castelletti, Guido Consonni

Our motivation stems from current medical research aiming at personalized treatment using a molecular-based approach. The broad goal is to develop a more precise and targeted decis…

stat.ME2021

Equivalence class selection of categorical graphical models

Federico Castelletti, Stefano Peluso

Learning the structure of dependence relations between variables is a pervasive issue in the statistical literature. A directed acyclic graph (DAG) can represent a set of condition…

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