Abel Rodriguez
Abel Rodriguez
Professor of Statistics, University of Washington
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The nested Dirichlet process
A Rodriguez, DB Dunson, AE Gelfand
Journal of the American statistical Association 103 (483), 1131-1154, 2008
Nonparametric Bayesian models through probit stick-breaking processes
A Rodriguez, DB Dunson
Bayesian Analysis (Online) 6 (1), 2011
Bayesian inference for general Gaussian graphical models with application to multivariate lattice data
A Dobra, A Lenkoski, A Rodriguez
Journal of the American Statistical Association 106 (496), 1418-1433, 2011
NIMBLE: MCMC, particle filtering, and programmable hierarchical modeling
P de Valpine, C Paciorek, D Turek, N Michaud, C Anderson-Bergman, ...
R package version 0.11 1, 2021
Bayesian dynamic density estimation
A Rodriguez, E Ter Horst
Bayesian nonparametric functional data analysis through density estimation
A Rodríguez, DB Dunson, AE Gelfand
Biometrika 96 (1), 149-162, 2009
Early onset prion disease from octarepeat expansion correlates with copper binding properties
DJ Stevens, ED Walter, A Rodríguez, D Draper, P Davies, DR Brown, ...
PLoS pathogens 5 (4), e1000390, 2009
Nonparametric bayesian inference
A Rodriguez, P Müller
NSF-CBMS Regional Conference Series in Probability and Statistics 9, i-110, 2013
Latent nested nonparametric priors (with discussion)
F Camerlenghi, DB Dunson, A Lijoi, I Prünster, A Rodríguez
Bayesian Analysis 14 (4), 1303, 2019
Latent stick-breaking processes
A Rodríguez, DB Dunson, AE Gelfand
Journal of the American Statistical Association 105 (490), 647-659, 2010
Mixed frequency models: Bayesian approaches to estimation and prediction
A Rodriguez, G Puggioni
International Journal of Forecasting 26 (2), 293-311, 2010
Spatial modeling for risk assessment of extreme values from environmental time series: A Bayesian nonparametric approach
A Kottas, Z Wang, A Rodríguez
Environmetrics 23 (8), 649-662, 2012
Sparse covariance estimation in heterogeneous samples
A Rodriguez, A Lenkoski, A Dobra
Electronic journal of statistics 5, 981, 2011
Bayesian regression with undirected network predictors with an application to brain connectome data
S Guha, A Rodriguez
Journal of the American Statistical Association 116 (534), 581-593, 2021
NIMBLE user manual
P de Valpine, C Paciorek, D Turek, N Michaud, C Anderson-Bergman, ...
R package manual version 0.9 1, 2020
Bayesian semiparametric estimation of covariate-dependent ROC curves
A Rodríguez, JC Martínez
Biostatistics 15 (2), 353-369, 2014
Stochastic volatility models including open, close, high and low prices
ET Horst, A Rodriguez, H Gzyl, G Molina
Quantitative Finance 12 (2), 199-212, 2012
Functional clustering in nested designs: modeling variability in reproductive epidemiology studies
A Rodriguez, DB Dunson
Bayesian hierarchically weighted finite mixture models for samples of distributions
A Rodriguez, DB Dunson, J Taylor
Biostatistics 10 (1), 155-171, 2009
Bayesian fused lasso regression for dynamic binary networks
B Betancourt, A Rodríguez, N Boyd
Journal of Computational and Graphical Statistics 26 (4), 840-850, 2017
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Artículos 1–20