Miguel de Carvalho | DeepAI

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Featured Co-authors

Manuele Leonelli
23 publications
Garritt L. Page
10 publications
Gonçalo dos Reis
9 publications
Yoav Zemel
6 publications
Vanda Inacio
4 publications
Vanda Inacio de Carvalho
3 publications
Gabriel Martos Venturini
2 publications
Soraia Pereira
2 publications
Alex Rossi
2 publications
Gabriel Martos
2 publications
Adam Branscum
1 publication

∙ 12/07/2022

A parallelizable model-based approach for marginal and multivariate clustering

This paper develops a clustering method that takes advantage of the stur...

0 Miguel de Carvalho, et al. ∙

∙ 11/02/2022

Heavy-Tailed Pitman–Yor Mixture Models

Heavy tails are often found in practice, and yet they are an Achilles he...

0 Vianey Palacios Ramirez, et al. ∙

∙ 09/12/2022

Uncovering Regions of Maximum Dissimilarity on Random Process Data

The comparison of local characteristics of two random processes can shed...

0 Miguel de Carvalho, et al. ∙

∙ 02/18/2021

Regression-type analysis for block maxima on block maxima

This paper devises a regression-type model for the situation where both ...

0 Miguel de Carvalho, et al. ∙

∙ 11/10/2020

Tracking change-points in multivariate extremes

In this paper we devise a statistical method for tracking and modeling c...

0 Miguel de Carvalho, et al. ∙

∙ 11/08/2020

Modeling Interval Trendlines: Symbolic Singular Spectrum Analysis for Interval Time Series

In this article we propose an extension of singular spectrum analysis fo...

0 Miguel de Carvalho, et al. ∙

∙ 10/14/2020

An Extreme Value Bayesian Lasso for the Conditional Bulk and Tail

We introduce a novel regression model for the conditional bulk and condi...

0 Miguel de Carvalho, et al. ∙

∙ 07/12/2020

Robust and flexible inference for the covariate-specific ROC curve

Diagnostic tests are of critical importance in health care and medical r...

0 Vanda Inacio, et al. ∙

∙ 12/22/2018

Bayesian semiparametric modelling of phase-varying point processes

We propose a Bayesian semiparametric approach for modelling registration...

0 Bastian Galasso, et al. ∙

∙ 05/19/2018

Bayesian Bootstrap Inference for the ROC Surface

Accurate diagnosis of disease is of great importance in clinical practic...

0 Vanda Inacio de Carvalho, et al. ∙

∙ 12/28/2017

Affinity-based measures of medical diagnostic test accuracy

We propose new summary measures of diagnostic test accuracy which can be...

0 Miguel de Carvalho, et al. ∙

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