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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…