Andres Felipe Barrientos

Postdoctoral Associate

Phone: 
+1 919 684 4210
Webpages: 

Barrientos, AF, Jara, A, and Quintana, FA. "Fully Nonparametric Regression for Bounded Data Using Dependent Bernstein Polynomials." Journal of the American Statistical Association 112.518 (April 3, 2017): 806-825. Full Text

Barrientos, AF, Jara, A, and Wehrhahn, C. "Posterior convergence rate of a class of Dirichlet process mixture model for compositional data." Statistics & Probability Letters 120 (January 2017): 45-51. Full Text

Barrientos, AF, Jara, A, and Quintana, FA. "Bayesian density estimation for compositional data using random Bernstein polynomials." Journal of Statistical Planning and Inference 166 (November 2015): 116-125. Full Text

González, J, Barrientos, AF, and Quintana, FA. "Bayesian nonparametric estimation of test equating functions with covariates." Computational Statistics & Data Analysis 89 (September 2015): 222-244. Full Text

Barrientos, AF, Jara, A, and Quintana, FA. "On the Support of MacEachern’s Dependent Dirichlet Processes and Extensions." Bayesian Analysis 7.2 (June 2012): 277-310. Full Text

Barrientos, AF, Olaya, J, and González, VM. "A spline model for electricity demand forescasting." Revista Colombiana de Estadistica 30.2 (December 1, 2007): 187-202.

Chen, Y, Machanavajjhala, A, Reiter, JP, and Barrientos, AF. "Differentially private regression diagnostics." January 31, 2017. Full Text

González, J, Barrientos, AF, and Quintana, FA. "A dependent Bayesian nonparametric model for test equating." January 1, 2015. Full Text

Barrientos, AF, Reiter, JP, Machanavajjhala, A, and Chen, Y. Differentially private significance tests for regression coefficients..

Barrientos, AF, and Peña, V. Bayesian Bootstraps for Massive Data..

Barrientos, AF, Bolton, A, Balmat, T, Reiter, JP, Figueiredo, JMD, Machanavajjhala, A, Chen, Y, Kneifel, C, and DeLong, M. A Framework for Sharing Confidential Research Data, Applied to Investigating Differential Pay by Race in the U. S. Government..