Andrés F. Barrientos

On the Support of MacEachern’s Dependent Dirichlet Processes and Extensions

Andrés F. Barrientos, Alejandro Jara, Fernando A. Quintana · Bayesian Analysis · 2012 · 77 citations · Full text

Differentially Private Significance Tests for Regression Coefficients

Andrés F. Barrientos, Jerome P. Reiter, Ashwin Machanavajjhala et al. · Journal of Computational and Graphical Statistics · 2018 · 37 citations

Fully Nonparametric Regression for Bounded Data Using Dependent Bernstein Polynomials

Andrés F. Barrientos, Alejandro Jara, Fernando A. Quintana · Journal of the American Statistical Association · 2016 · 35 citations · Full text

Bayesian Statistic, Bayesian Decision Theory, Engineering +18

Differentially Private Regression Diagnostics

Yan Chen, Ashwin Machanavajjhala, Jerome P. Reiter et al. · 2016 · 24 citations

Privacy Protection, Engineering, Privacy-preserving Techniques +18

Bayesian density estimation for compositional data using random Bernstein polynomials

Andrés F. Barrientos, Alejandro Jara, Fernando A. Quintana · Journal of Statistical Planning and Inference · 2015 · 15 citations · Full text

Bayesian Density Estimation, Bayesian Statistic, Mixture Distribution +6