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researcher

V'ictor Pena

8 papers hereh-index 570 citations14 works total

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

author position
  • first author4
  • middle author1
  • last author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • stat.ME4
  • math.ST2
  • stat.CO1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedDifferentially private methods for managing model uncertainty in linear regression models

6 citations · 18 across the 7 of their papers we have counts for

collaborators
Showing 2021 · stat.MEShow all

2 papers · 2 filters

stat.ME2021★ 1 cited

Mixture representations and Bayesian nonparametric inference for likelihood ratio ordered distributions

Michael Jauch, Andrés F. Barrientos, Víctor Peña +1

In this article, we introduce mixture representations for likelihood ratio ordered distributions. Essentially, the ratio of two probability densities, or mass functions, is monoton…

stat.ME2021★ 6 cited

Differentially private methods for managing model uncertainty in linear regression models

Víctor Peña, Andrés F. Barrientos

In this work, we propose differentially private methods for hypothesis testing, model averaging, and model selection for normal linear models. We consider Bayesian methods based on…

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