Is this your profile?
Claim your Citation Index profile in order to display more information about you and gain access to Libraries services. Just create or connect your ORCID iD.
2023 journal article
Posterior contraction and testing for multivariate isotonic regression
ELECTRONIC JOURNAL OF STATISTICS, 17(1), 798β822.
2022 journal article
BAYESIAN INFERENCE ON MULTIVARIATE MEDIANS AND QUANTILES
STATISTICA SINICA, 32(1), 517β538.
2022 article
Discussion of "Confidence Intervals for Nonparametric Empirical Bayes Analysis" by Ignatiadis and Wager
Ghosal, S. (2022, September 14). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 117, pp. 1171β1174.
2022 journal article
Rates and coverage for monotone densities using projection-posterior
BERNOULLI, 28(2), 1093β1119.
2022 journal article
Two-step Bayesian methods for generalized regression driven by partial differential equations
BERNOULLI, 28(3), 1625β1647.
2021 journal article
Bayesian estimation of sparse precision matrices in the presence of Gaussian measurement error
ELECTRONIC JOURNAL OF STATISTICS, 15(2), 4545β4579.
2021 journal article
Posterior contraction in sparse generalized linear models
BIOMETRIKA, 108(2), 367β379.
2021 journal article
Unified Bayesian theory of sparse linear regression with nuisance parameters
ELECTRONIC JOURNAL OF STATISTICS, 15(1), 3040β3111.
2020 journal article
Bayesian linear regression for multivariate responses under group sparsity
BERNOULLI, 26(3), 2353β2382.
2020 journal article
Posterior contraction and credible sets for filaments of regression functions
ELECTRONIC JOURNAL OF STATISTICS, 14(1), 1707β1743.
2019 journal article
Bayesian Semiparametric ROC surface estimation under verification bias
Computational Statistics & Data Analysis, 133, 40β52.
2019 journal article
Multivariate Gaussian network structure learning
Journal of Statistical Planning and Inference, 199, 327β342.
2018 journal article
Bayesian Discriminant Analysis Using a High Dimensional Predictor
Sankhya A, 80(S1), 112β145.
2018 journal article
Bayesian non-parametric simultaneous quantile regression for complete and grid data
Computational Statistics & Data Analysis, 127, 172β186.
2017 journal article
Analyzing ozone concentration by Bayesian spatio-temporal quantile regression
Environmetrics, 28(4), e2443.
2017 journal article
Bayesian inference for higher-order ordinary differential equation models
Journal of Multivariate Analysis, 157, 103β114.
2017 journal article
Bayesian quantile regression using random B-spline series prior
Computational Statistics & Data Analysis, 109, 121β143.
2017 journal article
Median Analysis of Repeated Measures Associated with Recurrent Events in Presence of Terminal Event
INTERNATIONAL JOURNAL OF BIOSTATISTICS, 13(1).
2017 journal article
Posterior Contraction Rates of Density Derivative Estimation
Sankhya A, 79(2), 336β354.
2016 journal article
Forward selection and estimation in high dimensional single index models
Statistical Methodology, 33, 172β179.
2016 journal article
Sparse Penalized Forward Selection for Support Vector Classification
Journal of Computational and Graphical Statistics, 25(2), 493β514.
2015 journal article
Bayesian structure learning in graphical models
Journal of Multivariate Analysis, 136, 147β162.
2015 journal article
Prediction consistency of forward iterated regression and selection technique
Statistics & Probability Letters, 107, 79β83.
2015 journal article
Special issue on Bayesian nonparametrics
Journal of Statistical Planning and Inference, 166, 1.
2014 journal article
Bayesian ROC curve estimation under verification bias
Statistics in Medicine, 33(29), 5081β5096.
2014 journal article
Bayesian variable selection in generalized additive partial linear models
Stat, 3(1), 363β378.
2014 journal article
Fast Bayesian model assessment for nonparametric additive regression
Computational Statistics & Data Analysis, 71, 347β358.
2014 chapter
Multiple Testing Approaches for Removing Background Noise from Images
In Springer Proceedings in Mathematics & Statistics (pp. 95β104).
2013 journal article
Denoising three-dimensional and colored images using a Bayesian multi-scale model for photon counts
Signal Processing, 93(11), 2906β2914.
2013 journal article
Finite skew-mixture models for estimation of positive false discovery rates
Statistical Methodology, 10(1), 46β57.
2013 journal article
Iterative selection using orthogonal regression techniques
Statistical Analysis and Data Mining, 6(6), 557β564.
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), 2850β2876.
2010 journal article
The L1-consistency of Dirichlet mixtures in multivariate Bayesian density estimation
Journal of Multivariate Analysis, 101(10), 2411β2419.
2009 journal article
Bayesian ROC curve estimation under binormality using a rank likelihood
Journal of Statistical Planning and Inference, 139(6), 2076β2083.
2009 journal article
Convergence properties of sequential Bayesian D-optimal designs
Journal of Statistical Planning and Inference, 139(2), 425β440.
2008 journal article
Bayesian bootstrap estimation of ROC curve
Statistics in Medicine, 27(26), 5407β5420.
2008 journal article
Strong approximations for resample quantile processes and application to ROC methodology
Journal of Nonparametric Statistics, 20(3), 229β240.
2007 journal article
A consistent nonparametric Bayesian procedure for estimating autoregressive conditional densities
Computational Statistics & Data Analysis, 51(9), 4424β4437.
2007 journal article
Nonparametric binary regression using a Gaussian process prior
Statistical Methodology, 4(2), 227β243.
2007 journal article
Posterior consistency of Dirichlet mixtures for estimating a transition density
Journal of Statistical Planning and Inference, 137(6), 1711β1726.