Subhashis Ghoshal

BAYESIAN INFERENCE ON MULTIVARIATE MEDIANS AND QUANTILES

STATISTICA SINICA.

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.

Posterior contraction in sparse generalized linear models

BIOMETRIKA.

Unified Bayesian theory of sparse linear regression with nuisance parameters

ELECTRONIC JOURNAL OF STATISTICS.

Bayesian linear regression for multivariate responses under group sparsity

BERNOULLI, 26(3), 2353–2382.

Posterior contraction and credible sets for filaments of regression functions

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

Bayesian Semiparametric ROC surface estimation under verification bias

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

Multivariate Gaussian network structure learning

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

Bayesian Discriminant Analysis Using a High Dimensional Predictor

Sankhya A, 80(S1), 112–145.

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

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

Analyzing ozone concentration by Bayesian spatio-temporal quantile regression

Environmetrics, 28(4), e2443.

Bayesian inference for higher-order ordinary differential equation models

Journal of Multivariate Analysis, 157, 103–114.

Bayesian quantile regression using random B-spline series prior

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

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

International Journal of Biostatistics, 13(1).

Posterior Contraction Rates of Density Derivative Estimation

Sankhya A, 79(2), 336–354.

Forward selection and estimation in high dimensional single index models

Statistical Methodology, 33, 172–179.

Sparse Penalized Forward Selection for Support Vector Classification

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

Bayesian structure learning in graphical models

Journal of Multivariate Analysis, 136, 147–162.

Prediction consistency of forward iterated regression and selection technique

Statistics & Probability Letters, 107, 79–83.

Special issue on Bayesian nonparametrics

Journal of Statistical Planning and Inference, 166, 1.