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Alejandro Catalina

5 papers hereh-index 7208 citations19 works total

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

author position
  • first author2
  • middle author3

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

fields
  • cs.LG2
  • stat.ME2
  • stat.CO1

identity via Semantic Scholar / OpenAlex

most citedProjection Predictive Inference for Generalized Linear and Additive Multilevel Models

21 citations · 48 across the 5 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2020★ 21 cited

Projection Predictive Inference for Generalized Linear and Additive Multilevel Models

Alejandro Catalina, Paul-Christian Bürkner, Aki Vehtari

Projection predictive inference is a decision theoretic Bayesian approach that decouples model estimation from decision making. Given a reference model previously built including a…

stat.ME2020★ 1 cited

Group Heterogeneity Assessment for Multilevel Models

Topi Paananen, Alejandro Catalina, Paul-Christian Bürkner +1

Many data sets contain an inherent multilevel structure, for example, because of repeated measurements of the same observational units. Taking this structure into account is critic…

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