Updated: April 11th, 2023 10:13

2020 journal article

Bayesian Inference in Nonparanormal Graphical Models

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

author keywords: Bayesian inference; nonparanormal; Gaussian graphical models; sparsity; continuous shrinkage prior

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.

author keywords: Bayesian variable selection; Continuous shrinkage; Contraction rate; Logistic regression; Point mass prior

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.

author keywords: Credible ball; coverage; empirical Bayes; excessive bias restriction; oracle rate

Source: Web Of Science

Added: January 4, 2021

2020 article

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

Ghosal, S. (2020, March 3). *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.

author keywords: ADNI; B-spline prior; brain image; connectome; graphical model; Graphon; HMC

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.

author keywords: advertising campaign; Bayesian variable selection; causal inference; graphical model; stationarity; time series

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.

author keywords: ROC surface; Verification bias correction; Trinormal model; MAR assumption

Sources: Web Of Science, Crossref

Added: March 25, 2019

2019 journal article

Bayesian mode and maximum estimation and accelerated rates of contraction

*BERNOULLI*, *25*(3), 2330–2358.

author keywords: anisotropic Holder space; credible set; maximum value; mode; nonparametric regression; posterior contraction; sequential; tensor-product B-splines; two-stage

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.

author keywords: Bayesian bootstrap; Dirichlet process; MAR assumption; ROC surface; verification bias correction

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.

author keywords: Graphical model; Group penalty; Multivariate normal; Rate of convergence

Sources: Web Of Science, Crossref

Added: November 5, 2018

2018 journal article

Bayesian Discriminant Analysis Using a High Dimensional Predictor

*Sankhya A*, *80*(S1), 112–145.

author keywords: Discriminant analysis; High dimensional predictor; Posterior concentration; Shrinkage prior; Sparsity

Sources: Web Of Science, Crossref

Added: July 15, 2019

2018 journal article

Bayesian classification of multiclass functional data

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

author keywords: Multiclass functional data; multinomial probit models; B-splines; posterior contraction rate; discriminant analysis

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.

author keywords: Boundary detection; Gaussian process on sphere; image; posterior contraction rate; random series; squared exponential periodic kernel; Bayesian adaptation

Source: Web Of Science

Added: August 6, 2018

2017 journal article

Bayesian Estimation of Principal Components for Functional Data

*BAYESIAN ANALYSIS*, *12*(2), 311–333.

author keywords: principal components; covariance estimation; functional data

Source: Web Of Science

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.

author keywords: Dirichlet process prior; wavelets; exploratory analysis

Source: Web Of Science

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.

author keywords: Forward selection; High dimension; Sparsity; Single index model; Penalization; Variable selection

Sources: Web Of Science, Crossref

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.

author keywords: Forward selection; High dimension; Sparsity; Linear regression; Penalization; Prediction consistency

Sources: Web Of Science, Crossref

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 Multiscale Smoothing of Gaussian Noised Images

*BAYESIAN ANALYSIS*, *9*(3), 733–758.

author keywords: Chinese Restaurant Process; MCMC-free computation; 3-dimensional image

Source: Web Of Science

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

Fast Bayesian model assessment for nonparametric additive regression

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

author keywords: Group LASSO; Laplace approximation; Model uncertainty; Penalized regression; Variable selection

Sources: Web Of Science, Crossref

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.

author keywords: Adaptive designs; Asymptotic normality; Discrete optimal design; Dose-response; Posterior convergence

Sources: Web Of Science, Crossref

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.

author keywords: area under the curve (AUC); Bayesian bootstrap; integrated absolute error; ROC Curve; testing binormality

Sources: Web Of Science, Crossref

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.

author keywords: Bayesian bootstrap; Kiefer process; ROC curve; strong approximation; quantile process

Sources: Web Of Science, Crossref

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.

author keywords: Dirichlet process mixture models; posterior consistency; no-gaps algorithm

Sources: Web Of Science, Crossref

Added: August 6, 2018

2007 journal article

Convergence rates of posterior distributions for noniid observations

*ANNALS OF STATISTICS*, *35*(1), 192–223.

author keywords: covering numbers; Hellinger distance; independent nonidentically distributed observations; infinite dimensional model; Markov chains; posterior distribution; rate of convergence; tests

Source: Web Of Science

Added: August 6, 2018

2007 journal article

Nonparametric Bayesian estimation of positive false discovery rates

*BIOMETRICS*, *63*(4), 1126–1134.

author keywords: Dirichlet mixture; Dirichlet process; Markov chain Monte Carlo; multiple testing; positive false discovery rate; posterior estimates

Source: Web Of Science

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.

author keywords: Dirichlet mixture; Markov process; posterior consistency; transition density; uniformly exponentially consistent tests

Sources: Web Of Science, Crossref

Added: August 6, 2018

2007 journal article

Posterior convergence rates of dirichlet mixtures at smooth densities

*ANNALS OF STATISTICS*, *35*(2), 697–723.

author keywords: bracketing; dirichlet mixture; entropy; maximum likelihood; mixture of normals; posterior distribution; rate of convergence; sieve

Source: Web Of Science

Added: August 6, 2018

2006 journal article

Posterior consistency of Gaussian process prior for nonparametric binary regression

*ANNALS OF STATISTICS*, *34*(5), 2413–2429.

author keywords: binary regression; Gaussian process; Karhunen-Loeve expansion; maximal inequality; posterior consistency; reproducing kernel Hilbert space

Source: Web Of Science

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.

author keywords: Bernstein polynomial; Dirichlet process; metropolis algorithm; periodogram; posterior consistency; posterior distribution; spectral density; time series

Source: Web Of Science

Added: August 6, 2018

2004 journal article

Contiguity of the Whittle measure for a Gaussian time series

*BIOMETRIKA*, *91*(1), 211–218.

author keywords: consistency; contiguity; discrete Fourier transform; periodogram; spectral density; whittle likelihood

Source: Web Of Science

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*(1-2), 165–175.

author keywords: posterior distribution; rate of convergence; adaptation; sieves; splines; model selection

Source: Web Of Science

Added: August 6, 2018

2003 journal article

Posterior consistency for semi-parametric regression problems

*BERNOULLI*, *9*(2), 291–312.

author keywords: consistency; Dirichlet mixtures; exponentially consistent test; Kullback-Leibler number; linear regression; Polya tree; posterior distribution

Source: Web Of Science

Added: August 6, 2018

1999 journal article

Asymptotic normality of posterior distributions in high-dimensional linear models

*BERNOULLI*, *5*(2), 315–331.

author keywords: high dimension; linear model; normal approximation; posterior consistency; posterior distribution

Source: Web Of Science

Added: August 6, 2018