Subhashis Ghoshal

Works (39)

2022 journal article

BAYESIAN INFERENCE ON MULTIVARIATE MEDIANS AND QUANTILES

STATISTICA SINICA, 32(1), 517–538.

By: I. Bhattacharya & S. Ghosal

Source: Web Of Science
Added: January 18, 2022

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. 1171–1174.

Source: Web Of Science
Added: October 24, 2022

2022 journal article

Rates and coverage for monotone densities using projection-posterior

BERNOULLI, 28(2), 1093–1119.

By: M. Chakraborty & S. Ghosal n

Source: Web Of Science
Added: March 28, 2022

2022 journal article

Two-step Bayesian methods for generalized regression driven by partial differential equations

BERNOULLI, 28(3), 1625–1647.

By: P. Bhaumik n, W. Shi n & S. Ghosal n

Source: Web Of Science
Added: May 23, 2022

2021 journal article

Bayesian estimation of sparse precision matrices in the presence of Gaussian measurement error

ELECTRONIC JOURNAL OF STATISTICS, 15(2), 4545–4579.

Source: Web Of Science
Added: February 28, 2022

2021 article

OPTIMAL TWO-STAGE PROCEDURES FOR ESTIMATING LOCATION AND SIZE OF THE MAXIMUM OF A MULTIVARIATE REGRESSION FUNCTION (vol 40, 2850, 2012)

Belitser, E., Ghosal, S., & Zanten, H. (2021, February). ANNALS OF STATISTICS, Vol. 49, pp. 612–613.

By: E. Belitser, S. Ghosal & H. Zanten

Source: Web Of Science
Added: March 22, 2021

2021 journal article

Posterior contraction in sparse generalized linear models

BIOMETRIKA, 108(2), 367–379.

Source: Web Of Science
Added: July 12, 2021

2021 journal article

Unified Bayesian theory of sparse linear regression with nuisance parameters

ELECTRONIC JOURNAL OF STATISTICS, 15(1), 3040–3111.

Source: Web Of Science
Added: June 28, 2021

2020 journal article

Bayesian linear regression for multivariate responses under group sparsity

BERNOULLI, 26(3), 2353–2382.

Source: Web Of Science
Added: May 18, 2020

2020 journal article

Posterior contraction and credible sets for filaments of regression functions

ELECTRONIC JOURNAL OF STATISTICS, 14(1), 1707–1743.

By: W. Li & S. Ghosal

Source: Web Of Science
Added: August 3, 2020

2019 journal article

Bayesian Semiparametric ROC surface estimation under verification bias

Computational Statistics & Data Analysis, 133, 40–52.

Sources: Crossref, Web Of Science
Added: March 25, 2019

2019 journal article

Multivariate Gaussian network structure learning

Journal of Statistical Planning and Inference, 199, 327–342.

Sources: Crossref, NC State University Libraries
Added: November 5, 2018

2018 journal article

Bayesian Discriminant Analysis Using a High Dimensional Predictor

Sankhya A, 80(S1), 112–145.

Sources: Crossref, Web Of Science
Added: July 15, 2019

2018 journal article

Bayesian non-parametric simultaneous quantile regression for complete and grid data

Computational Statistics & Data Analysis, 127, 172–186.

By: P. Das* & S. Ghosal n

Source: Crossref
Added: January 19, 2020

2017 journal article

Analyzing ozone concentration by Bayesian spatio-temporal quantile regression

Environmetrics, 28(4), e2443.

By: P. Das n & S. Ghosal n

Source: Crossref
Added: January 19, 2020

2017 journal article

Bayesian inference for higher-order ordinary differential equation models

Journal of Multivariate Analysis, 157, 103–114.

By: P. Bhaumik* & S. Ghosal n

Source: Crossref
Added: January 19, 2020

2017 journal article

Bayesian quantile regression using random B-spline series prior

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

By: P. Das* & S. Ghosal n

Source: Crossref
Added: January 19, 2020

2017 journal article

Median analysis of repeated measures associated with recurrent events in presence of terminal event

International Journal of Biostatistics, 13(1).

By: R. Sundaram, L. Ma & S. Ghoshal

Source: NC State University Libraries
Added: August 6, 2018

2017 journal article

Posterior Contraction Rates of Density Derivative Estimation

Sankhya A, 79(2), 336–354.

Source: Crossref
Added: January 19, 2020

2016 journal article

Forward selection and estimation in high dimensional single index models

Statistical Methodology, 33, 172–179.

Sources: Crossref, 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.

By: S. Ghosal n, B. Turnbull*, H. Zhang & W. Hwang*

Source: Crossref
Added: January 19, 2020

2015 journal article

Bayesian structure learning in graphical models

Journal of Multivariate Analysis, 136, 147–162.

Source: Crossref
Added: January 19, 2020

2015 journal article

Prediction consistency of forward iterated regression and selection technique

Statistics & Probability Letters, 107, 79–83.

Sources: Crossref, NC State University Libraries
Added: August 6, 2018

2015 journal article

Special issue on Bayesian nonparametrics

Journal of Statistical Planning and Inference, 166, 1.

By: S. Ghoshal, B. Kleijn*, A. van der Vaart* & H. van Zanten*

Source: Crossref
Added: January 19, 2020

2014 journal article

Bayesian ROC curve estimation under verification bias

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

Source: Crossref
Added: April 10, 2022

2014 journal article

Bayesian variable selection in generalized additive partial linear models

Stat, 3(1), 363–378.

Source: Crossref
Added: April 10, 2022

2014 journal article

Fast Bayesian model assessment for nonparametric additive regression

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

By: S. McKay Curtis n, S. Banerjee & S. Ghosal

Sources: Crossref, NC State University Libraries
Added: August 6, 2018

2014 chapter

Multiple Testing Approaches for Removing Background Noise from Images

In Springer Proceedings in Mathematics & Statistics (pp. 95–104).

By: J. White* & S. Ghosal n

Source: Crossref
Added: April 10, 2022

2013 journal article

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

Signal Processing, 93(11), 2906–2914.

By: J. Thomas White* & S. Ghosal n

Source: Crossref
Added: April 10, 2022

2013 journal article

Finite skew-mixture models for estimation of positive false discovery rates

Statistical Methodology, 10(1), 46–57.

By: G. Bean*, E. Dimarco*, L. Mercer*, L. Thayer*, A. Roy* & S. Ghosal n

Source: Crossref
Added: April 10, 2022

2013 journal article

Iterative selection using orthogonal regression techniques

Statistical Analysis and Data Mining, 6(6), 557–564.

By: B. Turnbull n, S. Ghosal n & H. Zhang*

Source: Crossref
Added: April 10, 2022

2010 journal article

The L1-consistency of Dirichlet mixtures in multivariate Bayesian density estimation

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

By: Y. Wu* & S. Ghosal n

Source: Crossref
Added: April 10, 2022

2009 journal article

Bayesian ROC curve estimation under binormality using a rank likelihood

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

By: J. Gu* & S. Ghosal n

Source: Crossref
Added: April 10, 2022

2009 journal article

Convergence properties of sequential Bayesian D-optimal designs

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

By: A. Roy*, S. Ghosal & W. Rosenberger*

Sources: Crossref, NC State University Libraries
Added: August 6, 2018

2008 journal article

Bayesian bootstrap estimation of ROC curve

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

By: J. Gu*, S. Ghosal & A. Roy*

Sources: Crossref, 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.

By: J. Gu* & S. Ghosal

Sources: Crossref, 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.

By: Y. Tang* & S. Ghosal

Sources: Crossref, NC State University Libraries
Added: August 6, 2018

2007 journal article

Nonparametric binary regression using a Gaussian process prior

Statistical Methodology, 4(2), 227–243.

By: N. Choudhuri*, S. Ghosal n & A. Roy*

Source: Crossref
Added: April 10, 2022

2007 journal article

Posterior consistency of Dirichlet mixtures for estimating a transition density

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

Sources: Crossref, NC State University Libraries
Added: August 6, 2018