Subhashis Ghoshal

Works (38)

2022 journal article

BAYESIAN INFERENCE ON MULTIVARIATE MEDIANS AND QUANTILES

STATISTICA SINICA.

By: I. Bhattacharya & S. Ghosal

Source: Web Of Science
Added: January 18, 2022

2022 journal article

Rates and coverage for monotone densities using projection-posterior

BERNOULLI.

By: M. Chakraborty & S. Ghosal

Source: Web Of Science
Added: March 28, 2022

2022 journal article

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

BERNOULLI.

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

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.

By: W. Shi, S. Ghosal & R. Martin

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.

By: S. Jeong & S. Ghosal

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.

By: S. Jeong & S. Ghosal

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.

By: B. Ning, S. Jeong & S. Ghosal

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.

By: R. Zhu & S. Ghosal

Source: Crossref
Added: January 19, 2020

2019 journal article

Multivariate Gaussian network structure learning

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

By: X. Du & S. Ghosal

Source: Crossref
Added: January 19, 2020

2018 journal article

Bayesian Discriminant Analysis Using a High Dimensional Predictor

Sankhya A, 80(S1), 112–145.

By: X. Du & S. Ghosal

Source: Crossref
Added: January 19, 2020

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

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 & S. Ghosal

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

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

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.

By: W. Shen & S. Ghosal

Source: Crossref
Added: January 19, 2020

2016 journal article

Forward selection and estimation in high dimensional single index models

Statistical Methodology, 33, 172–179.

By: S. Luo & S. Ghosal

Source: Crossref
Added: January 19, 2020

2016 journal article

Sparse Penalized Forward Selection for Support Vector Classification

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

By: S. Ghosal, 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.

By: S. Banerjee & S. Ghosal

Source: Crossref
Added: January 19, 2020

2015 journal article

Prediction consistency of forward iterated regression and selection technique

Statistics & Probability Letters, 107, 79–83.

By: S. Luo & S. Ghosal

Source: Crossref
Added: January 19, 2020

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.

By: J. Gu, S. Ghosal & D. Kleiner

Source: Crossref
Added: April 10, 2022

2014 journal article

Bayesian variable selection in generalized additive partial linear models

Stat, 3(1), 363–378.

By: S. Banerjee & S. Ghosal

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, S. Banerjee & S. Ghosal

Source: Crossref
Added: April 10, 2022

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

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

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

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, S. Ghosal & 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

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

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

Source: Crossref
Added: April 10, 2022

2008 journal article

Bayesian bootstrap estimation of ROC curve

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

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

Source: Crossref
Added: April 10, 2022

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

Source: Crossref
Added: April 10, 2022

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

Source: Crossref
Added: April 10, 2022

2007 journal article

Nonparametric binary regression using a Gaussian process prior

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

By: N. Choudhuri, S. Ghosal & 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.

By: Y. Tang & S. Ghosal

Source: Crossref
Added: April 10, 2022