Subhashis Ghosal - Publications

North Carolina State University, Raleigh, NC 
Statistics, Biostatistics Biology

42 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Zhu R, Ghosal S. Bayesian nonparametric estimation of ROC surface under verification bias. Statistics in Medicine. PMID 31049998 DOI: 10.1002/Sim.8181  0.4
2019 Roy A, Ghosal S, Choudhury KR. High Dimensional Single-Index Bayesian Modeling of Brain Atrophy Bayesian Analysis. DOI: 10.1214/19-Ba1186  0.56
2016 Yoo WW, Ghosal S. Supremum norm posterior contraction and credible sets for nonparametric multivariate regression Annals of Statistics. 44: 1069-1102. DOI: 10.1214/15-Aos1398  1
2016 Suarez AJ, Ghosal S. Bayesian clustering of functional data using local features Bayesian Analysis. 11: 71-98. DOI: 10.1214/14-Ba925  1
2016 Ghosal S, Turnbull B, Zhang HH, Hwang WY. Sparse Penalized Forward Selection for Support Vector Classification Journal of Computational and Graphical Statistics. 25: 493-514. DOI: 10.1080/10618600.2015.1023395  1
2016 Luo S, Ghosal S. Forward selection and estimation in high dimensional single index models Statistical Methodology. 33: 172-179. DOI: 10.1016/J.Stamet.2016.09.002  1
2015 Li M, Ghosal S. Fast Translation Invariant Multiscale Image Denoising. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 4876-87. PMID 26302515 DOI: 10.1109/Tip.2015.2470601  1
2015 Bhaumik P, Ghosal S. Bayesian two-step estimation in differential equation models Electronic Journal of Statistics. 9: 3124-3154. DOI: 10.1214/15-Ejs1099  1
2015 Shen W, Ghosal S. Adaptive Bayesian Procedures Using Random Series Priors Scandinavian Journal of Statistics. DOI: 10.1111/Sjos.12159  1
2015 Luo S, Ghosal S. Prediction consistency of forward iterated regression and selection technique Statistics and Probability Letters. 107: 79-83. DOI: 10.1016/J.Spl.2015.08.005  1
2015 Banerjee S, Ghosal S. Bayesian structure learning in graphical models Journal of Multivariate Analysis. 136: 147-162. DOI: 10.1016/J.Jmva.2015.01.015  1
2014 Gu J, Ghosal S, Kleiner DE. Bayesian ROC curve estimation under verification bias. Statistics in Medicine. 33: 5081-96. PMID 25269427 DOI: 10.1002/Sim.6297  1
2014 Banerjee S, Ghosal S. Posterior convergence rates for estimating large precision matrices using graphical models Electronic Journal of Statistics. 2111-2137. DOI: 10.1214/14-Ejs945  1
2014 Li M, Ghosal S. Bayesian multiscale smoothing of Gaussian noised images Bayesian Analysis. 9: 733-758. DOI: 10.1214/14-Ba871  1
2014 McKay Curtis S, Banerjee S, Ghosal S. Fast Bayesian model assessment for nonparametric additive regression Computational Statistics and Data Analysis. 71: 347-358. DOI: 10.1016/J.Csda.2013.05.012  1
2014 White JT, Ghosal S. Multiple testing approaches for removing background noise from images Springer Proceedings in Mathematics and Statistics. 74: 95-104. DOI: 10.1007/978-1-4939-0569-0_10  1
2014 Banerjee S, Ghosal S. Bayesian variable selection in generalized additive partial linear models Stat. 3: 363-378. DOI: 10.1002/sta4.70  1
2013 Shen W, Tokdar ST, Ghosal S. Adaptive Bayesian multivariate density estimation with Dirichlet mixtures Biometrika. 100: 623-640. DOI: 10.1093/Biomet/Ast015  1
2013 Bean GJ, Dimarco EA, Mercer LD, Thayer LK, Roy A, Ghosal S. Finite skew-mixture models for estimation of positive false discovery rates Statistical Methodology. 10: 46-57. DOI: 10.1016/J.Stamet.2012.05.005  1
2013 Thomas White J, Ghosal S. Denoising three-dimensional and colored images using a Bayesian multi-scale model for photon counts Signal Processing. 93: 2906-2914. DOI: 10.1016/J.Sigpro.2013.04.003  1
2013 Turnbull B, Ghosal S, Zhang HH. Iterative selection using orthogonal regression techniques Statistical Analysis and Data Mining. 6: 557-564. DOI: 10.1002/Sam.11212  1
2012 Belitser E, Ghosal S, Van Zanten H. Optimal two-stage procedures for estimating location and size of the maximum of a multivariate regression function Annals of Statistics. 40: 2850-2876. DOI: 10.1214/12-Aos1053  1
2011 Ghosal S, Roy A. Identifiability of the proportion of null hypotheses in skew-mixture models for the p-value distribution Electronic Journal of Statistics. 5: 329-341. DOI: 10.1214/11-Ejs609  1
2011 Ghosal S, Roy A. Predicting false discovery proportion under dependence Journal of the American Statistical Association. 106: 1208-1218. DOI: 10.1198/Jasa.2011.Tm10488  1
2011 White JT, Ghosal S. Bayesian smoothing of photon-limited images with applications in astronomy Journal of the Royal Statistical Society. Series B: Statistical Methodology. 73: 579-599. DOI: 10.1111/J.1467-9868.2011.00776.X  1
2010 Wu Y, Ghosal S. The L1-consistency of Dirichlet mixtures in multivariate Bayesian density estimation Journal of Multivariate Analysis. 101: 2411-2419. DOI: 10.1016/J.Jmva.2010.06.012  1
2009 Gu J, Ghosal S. Bayesian ROC curve estimation under binormality using a rank likelihood Journal of Statistical Planning and Inference. 139: 2076-2083. DOI: 10.1016/J.Jspi.2008.09.014  1
2009 Roy A, Ghosal S, Rosenberger WF. Convergence properties of sequential Bayesian D-optimal designs Journal of Statistical Planning and Inference. 139: 425-440. DOI: 10.1016/J.Jspi.2008.04.025  1
2008 Gu J, Ghosal S, Roy A. Bayesian bootstrap estimation of ROC curve. Statistics in Medicine. 27: 5407-20. PMID 18613217 DOI: 10.1002/Sim.3366  0.96
2008 Gu J, Ghosal S. Strong approximations for resample quantile processes and application to ROC methodology Journal of Nonparametric Statistics. 20: 229-240. DOI: 10.1080/10485250801954128  1
2007 Tang Y, Ghosal S, Roy A. Nonparametric bayesian estimation of positive false discovery rates. Biometrics. 63: 1126-34. PMID 17501943 DOI: 10.1111/J.1541-0420.2007.00819.X  1
2007 Tang Y, Ghosal S. Posterior consistency of Dirichlet mixtures for estimating a transition density Journal of Statistical Planning and Inference. 137: 1711-1726. DOI: 10.1016/J.Jspi.2006.03.007  1
2007 Tang Y, Ghosal S. A consistent nonparametric Bayesian procedure for estimating autoregressive conditional densities Computational Statistics and Data Analysis. 51: 4424-4437. DOI: 10.1016/J.Csda.2006.06.020  1
2006 Ghosal S, Roy A. Posterior consistency of Gaussian process prior for nonparametric binary regression Annals of Statistics. 34: 2413-2429. DOI: 10.1214/009053606000000795  1
2005 Choudhuri N, Ghosal S, Roy A. Bayesian Methods for Function Estimation Handbook of Statistics. 25: 373-414. DOI: 10.1016/S0169-7161(05)25013-7  0.56
2003 Amewou-Atisso M, Ghosal S, Ghosh JK, Ramamoorthi RV. Posterior consistency for semi-parametric regression problems Bernoulli. 9: 291-312. DOI: 10.3150/Bj/1068128979  1
2001 Ghosal S. Convergence rates for density estimation with Bernstein polynomials Annals of Statistics. 29: 1264-1280. DOI: 10.1214/Aos/1013203453  1
2000 Ghosal S, Ghosh JK, Van Der Vaart AW. Convergence rates of posterior distributions Annals of Statistics. 28: 500-531. DOI: 10.1214/Aos/1016218228  1
2000 Ghosal S. Asymptotic Normality of Posterior Distributions for Exponential Families when the Number of Parameters Tends to Infinity Journal of Multivariate Analysis. 74: 49-68. DOI: 10.1006/Jmva.1999.1874  1
1999 Ghosal S, Ghosh JK, Ramamoorthi RV. Posterior consistency of Dirichlet mixtures in density estimation Annals of Statistics. 27: 143-158. DOI: 10.1214/Aos/1018031105  1
1999 Ghosal S, Ghosh JK, Samanta T. Approximation of the posterior distribution in a change-point problem Annals of the Institute of Statistical Mathematics. 51: 479-497. DOI: 10.1023/A:1003998005295  1
1999 Ghosal S, Ghosh JK, Ramamoorthi RV. Consistent semiparametric Bayesian inference about a location parameter Journal of Statistical Planning and Inference. 77: 181-193. DOI: 10.1016/S0378-3758(98)00192-X  1
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