Fernando Quintana

Fernando Quintana

Pontificia Universidad Católica de Chile

H-index: 31

Latin America-Chile

About Fernando Quintana

Fernando Quintana, With an exceptional h-index of 31 and a recent h-index of 23 (since 2020), a distinguished researcher at Pontificia Universidad Católica de Chile, specializes in the field of Bayesian Nonparametrics, Random partition models.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Bayesian multivariate model with temporal dependence on random partition of areal data

Informed Random Partition Models with Temporal Dependence

Childhood obesity in Singapore: A Bayesian nonparametric approach

Regression with Variable Dimension Covariates

Multipartition model for multiple change point identification

A projection approach to local regression with variable-dimension covariates

A change-point random partition model for large spatio-temporal datasets

A Projection Approach to Local Regression and Clustering with Variable-Dimension Covariates

Fernando Quintana Information

University

Position

___

Citations(all)

4683

Citations(since 2020)

1620

Cited By

3709

hIndex(all)

31

hIndex(since 2020)

23

i10Index(all)

64

i10Index(since 2020)

40

Email

University Profile Page

Pontificia Universidad Católica de Chile

Google Scholar

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Fernando Quintana Skills & Research Interests

Bayesian Nonparametrics

Random partition models

Top articles of Fernando Quintana

Title

Journal

Author(s)

Publication Date

A Bayesian multivariate model with temporal dependence on random partition of areal data

arXiv preprint arXiv:2401.08303

Jessica Pavani

Fernando Andrés Quintana

2024/1/16

Informed Random Partition Models with Temporal Dependence

arXiv preprint arXiv:2311.14502

Sally Paganin

Garritt L Page

Fernando Andrés Quintana

2023/11/24

Childhood obesity in Singapore: A Bayesian nonparametric approach

Statistical Modelling

Mario Beraha

Alessandra Guglielmi

Fernando Andrés Quintana

Maria De Iorio

Johan Gunnar Eriksson

...

2023

Regression with Variable Dimension Covariates

Peter Mueller

Fernando Andrés Quintana

Garritt L Page

2023/10/20

Multipartition model for multiple change point identification

TEST

Ricardo C Pedroso

Rosangela H Loschi

Fernando Andrés Quintana

2023/6

A projection approach to local regression with variable-dimension covariates

arXiv preprint arXiv:2302.06764

Matthew J Heiner

Garritt L Page

Fernando Andrés Quintana

2023/2/14

A change-point random partition model for large spatio-temporal datasets

arXiv preprint arXiv:2312.12396

Andrea Cremaschi

Annalisa Cadonna

Alessandra Guglielmi

Fernando Quintana

2023/12/9

A Projection Approach to Local Regression and Clustering with Variable-Dimension Covariates

arXiv e-prints

Matthew J Heiner

Garritt L Page

Fernando Andrés Quintana

2023/2

Biclustering via semiparametric Bayesian inference

Bayesian Analysis

Alejandro Murua

Fernando Andrés Quintana

2022/9

Bayesian Nonparametric Vector Autoregressive Models via a Logit Stick-breaking Prior: an Application to Child Obesity

arXiv preprint arXiv:2203.12280

Mario Beraha

Alessandra Guglielmi

Fernando A Quintana

Maria de Iorio

Johan Gunnar Eriksson

...

2022/3/23

Invited Case Study

Bayesian Analysis

KCM Gonçalves

HS Migon

LS Bastos

P Gagnon

A Desgagné

...

2020

Dependent Modeling of Temporal Sequences of Random Partitions

Journal of Computational and Graphical Statistics

GL Page

FA Quintana

DB Dahl

2022

Nonparametric Bayesian modeling and estimation of spatial correlation functions for global data

Bayesian Analysis

Emilio Porcu

Pier Giovanni Bissiri

Felipe Tagle

Rubén Soza

Fernando A Quintana

2021/9

On a class of repulsive mixture models

Test

José J Quinlan

Fernando A Quintana

Garritt L Page

2021/6

Discovering interactions using covariate informed random partition models

Annals of Applied Statistics

Garritt L Page

Fernando A Quintana

Gary L Rosner

2021/3

Clustering and Prediction with Variable Dimension Covariates

Journal of Computational and Graphical Statistics

Garritt L Page

Fernando A Quintana

Peter Müller

2022/4/3

The dependent Dirichlet process and related models

Statistical Science

Fernando A Quintana

Peter Müller

Alejandro Jara

Steven N MacEachern

2022/2

The semi-hierarchical Dirichlet Process and its application to clustering homogeneous distributions

Bayesian Analysis

Mario Beraha

Alessandra Guglielmi

Fernando A Quintana

2021/12

Determinantal point process mixtures via spectral density approach

Ilaria Bianchini

Alessandra Guglielmi

Fernando A Quintana

2020/3/1

Bayesian Analysis

Bayesian Analysis

FO Bunnin

JQ Smith

F Ruggeri

M Sánchez-Sánchez

MÁ Sordo

...

2021

See List of Professors in Fernando Quintana University(Pontificia Universidad Católica de Chile)