2020 journal article

Bayesian Inference in Nonparanormal Graphical Models

*BAYESIAN ANALYSIS*, *15*(2), 449–475.

Source: Web Of Science

Added: June 1, 2020

2020 journal article

Contraction properties of shrinkage priors in logistic regression

*JOURNAL OF STATISTICAL PLANNING AND INFERENCE*, *207*, 215–229.

Source: Web Of Science

Added: March 23, 2020

2020 journal article

EMPIRICAL BAYES ORACLE UNCERTAINTY QUANTIFICATION FOR REGRESSION

*ANNALS OF STATISTICS*, *48*(6), 3113–3137.

Source: Web Of Science

Added: January 4, 2021

2020 article

Preface of the Special Issue in Honor of Professor Jayanta Kumar Ghosh

*SANKHYA-SERIES A-MATHEMATICAL STATISTICS AND PROBABILITY*.

Source: Web Of Science

Added: March 23, 2020

2019 journal article

BAYESIAN MODELING OF THE STRUCTURAL CONNECTOME FOR STUDYING ALZHEIMER'S DISEASE

*ANNALS OF APPLIED STATISTICS*, *13*(3), 1791–1816.

Source: Web Of Science

Added: November 4, 2019

2019 journal article

Bayesian Method for Causal Inference in Spatially-Correlated Multivariate Time Series

*BAYESIAN ANALYSIS*, *14*(1), 1–28.

Source: Web Of Science

Added: April 2, 2019

2019 journal article

Bayesian Semiparametric ROC surface estimation under verification bias

*COMPUTATIONAL STATISTICS & DATA ANALYSIS*, *133*, 40–52.

Source: Web Of Science

Added: March 25, 2019

2019 journal article

Bayesian mode and maximum estimation and accelerated rates of contraction

*BERNOULLI*, *25*(3), 2330–2358.

Source: Web Of Science

Added: July 1, 2019

2019 journal article

Bayesian nonparametric estimation of ROC surface under verification bias

*STATISTICS IN MEDICINE*, *38*(18), 3361–3377.

Source: Web Of Science

Added: July 29, 2019

2019 journal article

Multivariate Gaussian network structure learning

*JOURNAL OF STATISTICAL PLANNING AND INFERENCE*, *199*, 327–342.

Source: NC State University Libraries

Added: November 5, 2018

2018 journal article

Bayesian Discriminant Analysis Using a High Dimensional Predictor

*SANKHYA-SERIES A-MATHEMATICAL STATISTICS AND PROBABILITY*, *80*, 112–145.

Source: Web Of Science

Added: July 15, 2019

2018 journal article

Bayesian classification of multiclass functional data

*ELECTRONIC JOURNAL OF STATISTICS*, *12*(2), 4669–4696.

Source: Web Of Science

Added: March 25, 2019

2017 journal article

Analyzing ozone concentration by Bayesian spatio-temporal quantile regression

*Environmetrics*, *28*(4).

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Bayesian detection of image boundaries

*Annals of Statistics*, *45*(5), 2190–2217.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Bayesian estimation of principal components for functional data

*Bayesian Analysis*, *12*(2), 311–333.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Bayesian inference for higher-order ordinary differential equation models

*Journal of Multivariate Analysis*, *157*, 103–114.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Bayesian quantile regression using random B-spline series prior

*Computational Statistics & Data Analysis*, *109*, 121–143.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Efficient Bayesian estimation and uncertainty quantification in ordinary differential equation models

*Bernoulli*, *23*(4B), 3537–3570.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Posterior contraction rates of density derivative estimation

*Sankhya-Series A-Mathematical Statistics and Probability*, *79*(2), 336–354.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Adaptive Bayesian density regression for high-dimensional data

*Bernoulli*, *22*(1), 396–420.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Bayesian clustering of functional data using local features

*Bayesian Analysis*, *11*(1), 71–98.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Editorial overview: Special issue on Bayesian nonparametrics. Subhashis Ghosal Guest editor of the special issue on Bayesian nonparametrics

*Electronic Journal of Statistics*, *10*(2), 3217–3218.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Forward selection and estimation in high dimensional single index models

*Statistical Methodology*, *33*, 172–179.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Sparse penalized forward selection for support vector classification

*Journal of Computational and Graphical Statistics*, *25*(2), 493–514.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Supremum norm posterior contraction and credible sets for nonparametric multivariate regression

*Annals of Statistics*, *44*(3), 1069–1102.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Adaptive Bayesian procedures using random series priors

*Scandinavian Journal of Statistics: Theory and Applications*, *42*(4), 1194–1213.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Bayesian structure learning in graphical models

*Journal of Multivariate Analysis*, *136*, 147–162.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Discussion of "Frequentist coverage of adaptive nonparametric Bayesian credible sets"

*Annals of Statistics*, *43*(4), 1455–1462.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Fast translation invariant multiscale image denoising

*IEEE Transactions on Image Processing*, *24*(12), 4876–4887.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Prediction consistency of forward iterated regression and selection technique

*Statistics & Probability Letters*, *107*, 79–83.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Special issue on Bayesian nonparametrics

*Journal of Statistical Planning and Inference*, *166*, 1–1.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Bayesian ROC curve estimation under verification bias

*Statistics in Medicine*, *33*(29), 5081–5096.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Bayesian multiscale smoothing of Gaussian noised images

*Bayesian Analysis*, *9*(3), 733–758.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Fast Bayesian model assessment for nonparametric additive regression

*Computational Statistics & Data Analysis*, *71*, 347–358.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Posterior convergence rates for estimating large precision matrices using graphical models

*Electronic Journal of Statistics*, *8*, 2111–2137.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Adaptive Bayesian multivariate density estimation with Dirichlet mixtures

*Biometrika*, *100*(3), 623–640.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Denoising three-dimensional and colored images using a Bayesian multi-scale model for photon counts

*Signal Processing*, *93*(11), 2906–2914.

Source: NC State University Libraries

Added: August 6, 2018

2012 journal article

Optimal two-stage procedures for estimating location and size of the maximum of a multivariate regression function

*Annals of Statistics*, *40*(6), 2850–2876.

Source: NC State University Libraries

Added: August 6, 2018

2011 journal article

Bayesian smoothing of photon-limited images with applications in astronomy

*Journal of the Royal Statistical Society. Series B, Statistical Methodology*, *73*, 579–599.

Source: NC State University Libraries

Added: August 6, 2018

2011 journal article

Identifiability of the proportion of null hypotheses in skew-mixture models for the p-value distribution

*Electronic Journal of Statistics*, *5*, 329–341.

Source: NC State University Libraries

Added: August 6, 2018

2011 journal article

Predicting false discovery proportion under dependence

*Journal of the American Statistical Association*, *106*(495), 1208–1218.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

Reference priors for exponential families with increasing dimension

*Electronic Journal of Statistics*, *4*, 737–780.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

The L-1-consistency of Dirichlet mixtures in multivariate Bayesian density estimation

*Journal of Multivariate Analysis*, *101*(10), 2411–2419.

Source: NC State University Libraries

Added: August 6, 2018

2009 journal article

Bayesian ROC curve estimation under binormality using a rank likelihood

*Journal of Statistical Planning and Inference*, *139*(6), 2076–2083.

Source: NC State University Libraries

Added: August 6, 2018

2009 conference paper

Bayesian nonparametric approach to multiple testing

*Perspectives in mathematical sciences i: probability and statistics*, *7*, 139–164.

Source: NC State University Libraries

Added: August 6, 2018

2009 journal article

Convergence properties of sequential Bayesian D-optimal designs

*Journal of Statistical Planning and Inference*, *139*(2), 425–440.

Source: NC State University Libraries

Added: August 6, 2018

2009 journal article

FIRST: Combining forward iterative selection and shrinkage in high dimensional sparse linear regression

*Statistics and Its Interface*, *2*(3), 341–348.

Source: NC State University Libraries

Added: August 6, 2018

2008 journal article

Bayesian bootstrap estimation of ROC curve

*Statistics in Medicine*, *27*(26), 5407–5420.

Source: NC State University Libraries

Added: August 6, 2018

2008 journal article

Strong approximations for resample quantile processes and application to ROC methodology

*Journal of Nonparametric Statistics*, *20*(3), 229–240.

Source: NC State University Libraries

Added: August 6, 2018

2007 journal article

A consistent nonparametric Bayesian procedure for estimating autoregressive conditional densities

*Computational Statistics & Data Analysis*, *51*(9), 4424–4437.

Source: NC State University Libraries

Added: August 6, 2018

2007 journal article

Convergence rates of posterior distributions for noniid observations

*Annals of Statistics*, *35*(1), 192–223.

Source: NC State University Libraries

Added: August 6, 2018

2007 journal article

Nonparametric Bayesian estimation of positive false discovery rates

*Biometrics*, *63*(4), 1126–1134.

Source: NC State University Libraries

Added: August 6, 2018

2007 journal article

Posterior consistency of Dirichlet mixtures for estimating a transition density

*Journal of Statistical Planning and Inference*, *137*(6), 1711–1726.

Source: NC State University Libraries

Added: August 6, 2018

2007 journal article

Posterior convergence rates of dirichlet mixtures at smooth densities

*Annals of Statistics*, *35*(2), 697–723.

Source: NC State University Libraries

Added: August 6, 2018

2006 journal article

Posterior consistency of Gaussian process prior for nonparametric binary regression

*Annals of Statistics*, *34*(5), 2413–2429.

Source: NC State University Libraries

Added: August 6, 2018

2004 journal article

Bayesian estimation of the spectral density of a time series

*Journal of the American Statistical Association*, *99*(468), 1050–1059.

Source: NC State University Libraries

Added: August 6, 2018

2004 journal article

Contiguity of the Whittle measure for a Gaussian time series

*Biometrika*, *91*(1), 211–218.

Source: NC State University Libraries

Added: August 6, 2018

2003 journal article

Adaptive Bayesian inference on the mean of an infinite-dimensional normal distribution

*Annals of Statistics*, *31*(2), 536–559.

Source: NC State University Libraries

Added: August 6, 2018

2003 journal article

On Bayesian adaptation

*Acta Applicandae Mathematicae*, *79*(02-Jan), 165–175.

Source: NC State University Libraries

Added: August 6, 2018

2003 journal article

Posterior consistency for semi-parametric regression problems

*Bernoulli*, *9*(2), 291–312.

Source: NC State University Libraries

Added: August 6, 2018

1999 journal article

Asymptotic normality of posterior distributions in high dimensional linear models

*Bernoulli*, *5*(2), 315–331.

Source: NC State University Libraries

Added: August 6, 2018