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Andrés Felipe Barrientos

Assistant Professor

Florida State University

Tallahassee, Estados Unidos

My research interests focus on developing and studying methodological procedures in statistical science that incorporate flexible Bayesian modeling and approaches for data privacy.

Estadística, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2012
Estadístico, Universidad del Valle. Colombia, 2006

Posdoctorado Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Matematicas

Santiago de Chile, Chile

2012 - 2014
Posdoctoral Associate Full Time

DUKE UNIVERSITY

Durham, Estados Unidos

2015 - 2019
Assistant Professor Full Time

FLORIDA STATE UNIVERSITY

Tallahassee, Estados Unidos

2019 - At present


Bayesian Bootstraps for Massive Data Barrientos, Andrés F.; Peña, Víctor Article ISI, SCOPUS Bayesian Analysis (2020)
A Bayesian Nonparametric Multiple Testing Procedure for Comparing Several Treatments Against a Control Gutiérrez, Luis; Barrientos, Andrés F.; González, Jorge; Taylor-Rodríguez, Daniel Article ISI SCOPUS BAYESIAN ANALYSIS (2019)
Differentially Private Significance Tests for Regression Coefficients Barrientos, Andrés F.; Reiter, Jerome P.; Machanavajjhala, Ashwin; Chen, Yan Article ISI, SCOPUS Journal of Computational and Graphical Statistics (2019)
On the small sample behavior of Dirichlet process mixture models for data supported on compact intervals Wehrhahn C.; Jara A.; Barrientos A.F. Article ISI SCOPUS Communications in Statistics: Simulation and Computation (2019)
Simultaneous Edit and Imputation For Household Data with Structural Zeros Akande, Olanrewaju; Barrientos, Andrés F.; Reiter, Jerome P Article ISI Journal of Survey Statistics and Methodology (2018)
Fully Nonparametric Regression for Bounded Data Using Dependent Bernstein Polynomials Barrientos, Andr?s F.; Jara, Alejandro; Quintana, Fernando A. Article ISI SCOPUS JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2017)
Posterior convergence rate of a class of Dirichlet process mixture model for compositional data Barrientos, Andrés F.; Jara, Alejandro; Wehrhahn, Claudia Article ISI SCOPUS STATISTICS & PROBABILITY LETTERS (2017)
Bayesian density estimation for compositional data using random Bernstein polynomials Barrientos, AF; Jara, A.; Quintana, FA Article ISI SCOPUS Journal of Statistical Planning and Inference (2015)
Bayesian nonparametric estimation of test equating functions with covariates Gonzalez, J; Barrientos, AF; Quintana, FA Article ISI SCOPUS Computational Statistics and Data Analysis (2015)
On the Support of MacEachern's Dependent Dirichlet Processes and Extensions Barrientos A.F.; Jaray A.; Quintana, F. A. Article ISI SCOPUS Bayesian Analysis (2012)