Edit Profile (opens in new tab) Ghosal, Subhashis Compute Distance To: Compute Author ID: ghosal.subhashis Published as: Ghosal, Subhashis; Ghosal, S.; Ghoshal, Subhashis more...less Homepage: https://statistics.sciences.ncsu.edu/people/sghosal/ External Links: MGP · Google Scholar Documents Indexed: 107 Publications since 1994, including 1 Book 3 Contributions as Editor Co-Authors: 54 Co-Authors with 99 Joint Publications 829 Co-Co-Authors all top 5 Co-Authors 8 single-authored 9 Ghosh, Jayanta Kumar 9 Roy, Anindya 9 Van der Vaart, Adrianus Willem 6 Chandra, Tapas Kumar 6 Samanta, Tapas 5 Ramamoorthi, R. V. 4 Belitser, Eduard 4 Bhaumik, Prithwish 4 Shen, Weining 4 Tang, Yongqiang 4 Wu, Yuefeng 3 Banerjee, Sayantan 3 Bhattacharya, Indrabati 3 Chakraborty, Moumita 3 Choudhuri, Nidhan 3 Jeong, Seonghyun 3 Li, Meng 3 Roy, Arkaprava 3 van Zanten, Harry 2 Choudhury, Kingshuk Roy 2 Clarke, Bertrand S. 2 Das, Priyam 2 Du, Xingqi 2 Gu, Jiezhun 2 Lember, Jüri 2 Li, Xiuqi 2 Luo, Shikai 2 Ning, Bo 2 Shi, Wenli 2 Suarez, Adam Justin 2 Wei, Ran 2 White, John Thomas 2 Yoo, William Weimin 2 Zhang, Hao Helen 1 Amewou-Atisso, Messan 1 Bean, Gordon J. 1 Curtis, S. McKay 1 Dimarco, Elizabeth A. 1 Hoppin, Jane A. 1 Hwang, Wook Yeon 1 Kleijn, Bas J. K. 1 Martin, Ryan 1 Mercer, Laina D. 1 Mulgrave, Jami J. 1 Prescott, Jeffrey 1 Reich, Brian James 1 Rosenberger, William F. 1 Sen, Arusharka 1 Tan, Qianwen 1 Thayer, Laura K. 1 Thomas, Jewell 1 Tokdar, Surya T. 1 Turnbull, Bradley C. 1 Zhu, Rui all top 5 Serials 17 The Annals of Statistics 14 Electronic Journal of Statistics 9 Journal of Statistical Planning and Inference 8 Bernoulli 6 Journal of Multivariate Analysis 6 Bayesian Analysis 5 Computational Statistics and Data Analysis 4 Biometrika 3 Statistical Methodology 3 Sankhyā. Series A 2 Annals of the Institute of Statistical Mathematics 2 Journal of the American Statistical Association 2 Journal of Theoretical Probability 2 Mathematical Methods of Statistics 2 Statistica Sinica 1 Scandinavian Journal of Statistics 1 Biometrics 1 Calcutta Statistical Association. Bulletin 1 Statistics & Probability Letters 1 Acta Mathematica Hungarica 1 Acta Applicandae Mathematicae 1 Statistics & Decisions 1 Test 1 Journal of Nonparametric Statistics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 IEEE Transactions on Image Processing 1 Cambridge Series in Statistical and Probabilistic Mathematics 1 Statistical Analysis and Data Mining 1 The Annals of Applied Statistics 1 Statistics and Its Interface 1 Sankhyā 1 Sankhyā. Series B 1 Algorithmic Finance all top 5 Fields 103 Statistics (62-XX) 14 Numerical analysis (65-XX) 11 Probability theory and stochastic processes (60-XX) 3 General and overarching topics; collections (00-XX) 2 Computer science (68-XX) 2 Geophysics (86-XX) 2 Biology and other natural sciences (92-XX) 2 Information and communication theory, circuits (94-XX) 1 Functional analysis (46-XX) 1 Astronomy and astrophysics (85-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 83 Publications have been cited 1,670 times in 814 Documents Cited by ▼ Year ▼ Convergence rates of posterior distributions. Zbl 1105.62315Ghosal, Subhashis; Ghosh, Jayanta K.; van der Vaart, Aad W. 238 2000 Fundamentals of nonparametric Bayesian inference. Zbl 1376.62004Ghosal, Subhashis; van der Vaart, Aad 117 2017 Convergence rates of posterior distributions for non iid observations. Zbl 1114.62060Ghosal, Subhashis; van der Vaart, Aad 115 2007 Posterior consistency of Dirichlet mixtures in density estimation. Zbl 0932.62043Ghosal, S.; Ghosh, J. K.; Ramamoorthi, R. V. 96 1999 Entropies and rates of convergence for maximum likelihood and Bayes estimation for mixtures of normal densities. Zbl 1043.62025Ghosal, Subhashis; van der Vaart, Aad W. 81 2001 Convergence rates for density estimation with Bernstein polynomials. Zbl 1043.62024Ghosal, Subhashis 68 2001 Posterior convergence rates of Dirichlet mixtures at smooth densities. Zbl 1117.62046Ghosal, Subhashis; van der Vaart, Aad 65 2007 Extensions of the strong law of large numbers of Marcinkiewicz and Zygmund for dependent variables. Zbl 0853.60032Chandra, T. K.; Ghosal, S. 47 1996 Bayesian estimation of the spectral density of a time series. Zbl 1055.62100Choudhuri, Nidhan; Ghosal, Subhashis; Roy, Anindya 45 2004 Testing monotonicity of regression. Zbl 1105.62337Ghosal, Subhashis; Sen, Arusharka; van der Vaart, Aad W. 42 2000 Adaptive Bayesian multivariate density estimation with Dirichlet mixtures. Zbl 1284.62183Shen, Weining; Tokdar, Surya T.; Ghosal, Subhashis 38 2013 Nonparametric Bayesian model selection and averaging. Zbl 1135.62028Ghosal, Subhashis; Lember, Jüri; van der Vaart, Aad 36 2008 Posterior consistency of Gaussian process prior for nonparametric binary regression. Zbl 1106.62039Ghosal, Subhashis; Roy, Anindya 36 2006 Adaptive Bayesian inference on the mean of an infinite-dimensional normal distribution. Zbl 1039.62039Belitser, Eduard; Ghosal, Subhashis 36 2003 The strong law of large numbers for weighted averages under dependence assumptions. Zbl 0857.60021Chandra, Tapas K.; Ghosal, Subhashis 35 1996 Bayesian structure learning in graphical models. Zbl 1308.62119Banerjee, Sayantan; Ghosal, Subhashis 28 2015 Kullback Leibler property of kernel mixture priors in Bayesian density estimation. Zbl 1135.62022Wu, Yuefeng; Ghosal, Subhashis 27 2008 Asymptotic normality of posterior distributions for exponential families when the number of parameters tends to infinity. Zbl 1118.62309Ghosal, Subhashis 27 2000 Asymptotic normality of posterior distributions in high-dimensional linear models. Zbl 0948.62007Ghosal, Subhashis 27 1999 Adaptive Bayesian procedures using random series priors. Zbl 1419.62076Shen, Weining; Ghosal, Subhashis 27 2015 Supremum norm posterior contraction and credible sets for nonparametric multivariate regression. Zbl 1338.62121Yoo, William Weimin; Ghosal, Subhashis 25 2016 Posterior convergence rates for estimating large precision matrices using graphical models. Zbl 1302.62124Banerjee, Sayantan; Ghosal, Subhashis 25 2014 Posterior consistency for semi-parametric regression problems. Zbl 1015.62018Amewou-Atisso, Messan; Ghosal, Subhashis; Ghosh, Jayanta K.; Ramamoorthi, R. V. 20 2003 Complete convergence of martingale arrays. Zbl 0913.60029Ghosal, Subhashis; Chandra, Tapas K. 19 1998 On convergence of posterior distributions. Zbl 0858.62024Ghosal, Subhashis; Ghosh, Jayanta K.; Samanta, Tapas 16 1995 The \(L_{1}\)-consistency of Dirichlet mixtures in multivariate Bayesian density estimation. Zbl 1198.62028Wu, Yuefeng; Ghosal, Subhashis 15 2010 Nonparametric binary regression using a Gaussian process prior. Zbl 1248.62053Choudhuri, Nidhan; Ghosal, Subhashis; Roy, Anindya 15 2007 Non-informative priors via sieves and packing numbers. Zbl 0904.62007Ghosal, S.; Ghosh, J. K.; Ramamoorthi, R. V. 15 1997 Posterior consistency of Dirichlet mixtures for estimating a transition density. Zbl 1118.62089Tang, Yongqiang; Ghosal, Subhashis 15 2007 Consistent semiparametric Bayesian inference about a location parameter. Zbl 1054.62528Ghosal, Subhashis; Ghosh, Jayanta K.; Ramamoorthi, R. V. 13 1999 On Bayesian adaptation. Zbl 1030.62030Ghosal, Subhashis; Lember, Jüri; van der Vaart, Aad 13 2003 Reference priors in multiparameter nonregular cases. Zbl 0905.62023Ghosal, S. 12 1997 Normal approximation to the posterior distribution for generalized linear models with many covariates. Zbl 0888.62071Ghosal, Subhashis 11 1997 Consistency issues in Bayesian nonparametrics. Zbl 1069.62516Ghosal, S.; Ghosh, J. K.; Ramamoorthi, R. V. 10 1999 Expansion of Bayes risk for entropy loss and reference prior in nonregular cases. Zbl 0902.62008Ghosal, Subhashis; Samanta, Tapas 9 1997 Probability matching priors for non-regular cases. Zbl 0949.62019Ghosal, Subhashis 9 1999 Bayesian two-step estimation in differential equation models. Zbl 1330.62273Bhaumik, Prithwish; Ghosal, Subhashis 9 2015 Bayesian consistency for Markov processes. Zbl 1193.62035Ghosal, Subhashis; Tang, Yongqiang 9 2006 Asymptotic behaviour of Bayes estimates and posterior distributions in multiparameter nonregular cases. Zbl 0840.62033Ghosal, Subhashis; Samanta, Tapas 8 1995 Contiguity of the Whittle measure for a Gaussian time series. Zbl 1132.62350Choudhuri, Nidhan; Ghosal, Subhashis; Roy, Anindya 8 2004 Stability and convergence of the posterior in non-regular problems. Zbl 0798.62037Ghosh, Jayanta K.; Ghosal, Subhashis; Samanta, Tapas 8 1994 Bayesian clustering of functional data using local features. Zbl 1359.62264Suarez, Adam Justin; Ghosal, Subhashis 7 2016 Reference priors for exponential families with increasing dimension. Zbl 1329.62120Clarke, Bertrand; Ghosal, Subhashis 7 2010 Nonparametric Bayesian estimation of positive false discovery rates. Zbl 1141.62091Tang, Yongqiang; Ghosal, Subhashis; Roy, Anindya 7 2007 Adaptive Bayesian density regression for high-dimensional data. Zbl 1388.62115Shen, Weining; Ghosal, Subhashis 7 2016 Fast Bayesian model assessment for nonparametric additive regression. Zbl 1471.62136McKay Curtis, S.; Banerjee, Sayantan; Ghosal, Subhashis 7 2014 Bayesian ROC curve estimation under binormality using a rank likelihood. Zbl 1158.62310Gu, Jiezhun; Ghosal, Subhashis 6 2009 Some elementary strong laws of large numbers: A review. Zbl 0928.60020Chandra, Tapas K.; Ghosal, Subhashis 6 1998 Efficient Bayesian estimation and uncertainty quantification in ordinary differential equation models. Zbl 1459.62048Bhaumik, Prithwish; Ghosal, Subhashis 6 2017 Bayesian linear regression for multivariate responses under group sparsity. Zbl 1437.62262Ning, Bo; Jeong, Seonghyun; Ghosal, Subhashis 6 2020 FIRST: combining forward iterative selection and shrinkage in high dimensional sparse linear regression. Zbl 1245.62086Hwang, Wook Yeon; Zhang, Hao Helen; Ghosal, Subhashis 6 2009 Bayesian quantile regression using random B-spline series prior. Zbl 1466.62052Das, Priyam; Ghosal, Subhashis 6 2017 Bayesian non-parametric simultaneous quantile regression for complete and grid data. Zbl 1469.62051Das, Priyam; Ghosal, Subhashis 6 2018 Bayesian detection of image boundaries. Zbl 1486.62194Li, Meng; Ghosal, Subhashis 5 2017 Bayesian estimation of principal components for functional data. Zbl 1384.62189Suarez, Adam J.; Ghosal, Subhashis 5 2017 Bayesian inference for higher-order ordinary differential equation models. Zbl 1365.62261Bhaumik, Prithwish; Ghosal, Subhashis 4 2017 Correction to: “Kullback Leibler property of kernel mixture priors in Bayesian density estimation”. Zbl 1326.62064Wu, Yuefeng; Ghosal, Subhashis 4 2009 A consistent nonparametric Bayesian procedure for estimating autoregressive conditional densities. Zbl 1162.62332Tang, Yongqiang; Ghosal, Subhashis 4 2007 Predicting false discovery proportion under dependence. Zbl 1229.62098Ghosal, Subhashis; Roy, Anindya 4 2011 Asymptotic expansions of posterior distributions in nonregular cases. Zbl 0882.62010Ghosal, Subhashis; Samanta, Tapas 4 1997 Approximation of the posterior distribution in a change-point problem. Zbl 0938.62023Ghosal, Subhashis; Ghosh, Jayanta K.; Samanta, Tapas 4 1999 Empirical Bayes oracle uncertainty quantification for regression. Zbl 1461.62120Belitser, Eduard; Ghosal, Subhashis 4 2020 Forward selection and estimation in high dimensional single index models. Zbl 1487.62036Luo, Shikai; Ghosal, Subhashis 4 2016 Strong approximations for resample quantile processes and application to ROC methodology. Zbl 1216.62065Gu, Jiezhun; Ghosal, Subhashis 3 2008 Contraction properties of shrinkage priors in logistic regression. Zbl 1437.62296Wei, Ran; Ghosal, Subhashis 3 2020 Bayesian method for causal inference in spatially-correlated multivariate time series. Zbl 1409.62178Ning, Bo; Ghosal, Subhashis; Thomas, Jewell 3 2019 Posterior contraction rates of density derivative estimation. Zbl 06822895Shen, Weining; Ghosal, Subhashis 2 2017 Convergence properties of sequential Bayesian \(D\)-optimal designs. Zbl 1149.62066Roy, Anindya; Ghosal, Subhashis; Rosenberger, William F. 2 2009 Bayesian smoothing of photon-limited images with applications in astronomy. Zbl 1226.62025White, John Thomas; Ghosal, Subhashis 2 2011 Optimal two-stage procedures for estimating location and size of the maximum of a multivariate regression function. Zbl 1296.62158Belitser, Eduard; Ghosal, Subhashis; van Zanten, Harry 2 2012 Unified Bayesian theory of sparse linear regression with nuisance parameters. Zbl 1471.62284Jeong, Seonghyun; Ghosal, Subhashis 2 2021 Convergence rates for Bayesian estimation and testing in monotone regression. Zbl 1472.62106Chakraborty, Moumita; Ghosal, Subhashis 2 2021 Posterior contraction and credible sets for filaments of regression functions. Zbl 1439.62104Li, Wei; Ghosal, Subhashis 2 2020 Coverage of credible intervals in nonparametric monotone regression. Zbl 1469.62232Chakraborty, Moumita; Ghosal, Subhashis 2 2021 Bayesian mode and maximum estimation and accelerated rates of contraction. Zbl 1466.62305Yoo, William Weimin; Ghosal, Subhashis 2 2019 Posterior consistency for some semi-parametric problems. Zbl 1192.62013Wu, Yuefeng; Ghosal, Subhashis 2 2008 Identifiability of the proportion of null hypotheses in skew-mixture models for the \(p\)-value distribution. Zbl 1274.62109Ghosal, Subhashis; Roy, Anindya 1 2011 Posterior contraction and credible regions for level sets. Zbl 1471.62375Li, Wei; Ghosal, Subhashis 1 2021 Sparse Bayesian additive nonparametric regression with application to health effects of pesticides mixtures. Zbl 1444.62055Wei, Ran; Reich, Brian J.; Hoppin, Jane A.; Ghosal, Subhashis 1 2020 Multivariate Gaussian network structure learning. Zbl 1421.62072Du, Xingqi; Ghosal, Subhashis 1 2019 Bayesian discriminant analysis using a high dimensional predictor. Zbl 1422.62218Du, Xingqi; Ghosal, Subhashis 1 2018 Posterior contraction in sparse generalized linear models. Zbl 07458260Jeong, Seonghyun; Ghosal, Subhashis 1 2021 Bayesian inference on multivariate medians and quantiles. Zbl 07484130Bhattacharya, Indrabati; Ghosal, Subhashis 1 2022 Bayesian inference on multivariate medians and quantiles. Zbl 07484130Bhattacharya, Indrabati; Ghosal, Subhashis 1 2022 Unified Bayesian theory of sparse linear regression with nuisance parameters. Zbl 1471.62284Jeong, Seonghyun; Ghosal, Subhashis 2 2021 Convergence rates for Bayesian estimation and testing in monotone regression. Zbl 1472.62106Chakraborty, Moumita; Ghosal, Subhashis 2 2021 Coverage of credible intervals in nonparametric monotone regression. Zbl 1469.62232Chakraborty, Moumita; Ghosal, Subhashis 2 2021 Posterior contraction and credible regions for level sets. Zbl 1471.62375Li, Wei; Ghosal, Subhashis 1 2021 Posterior contraction in sparse generalized linear models. Zbl 07458260Jeong, Seonghyun; Ghosal, Subhashis 1 2021 Bayesian linear regression for multivariate responses under group sparsity. Zbl 1437.62262Ning, Bo; Jeong, Seonghyun; Ghosal, Subhashis 6 2020 Empirical Bayes oracle uncertainty quantification for regression. Zbl 1461.62120Belitser, Eduard; Ghosal, Subhashis 4 2020 Contraction properties of shrinkage priors in logistic regression. Zbl 1437.62296Wei, Ran; Ghosal, Subhashis 3 2020 Posterior contraction and credible sets for filaments of regression functions. Zbl 1439.62104Li, Wei; Ghosal, Subhashis 2 2020 Sparse Bayesian additive nonparametric regression with application to health effects of pesticides mixtures. Zbl 1444.62055Wei, Ran; Reich, Brian J.; Hoppin, Jane A.; Ghosal, Subhashis 1 2020 Bayesian method for causal inference in spatially-correlated multivariate time series. Zbl 1409.62178Ning, Bo; Ghosal, Subhashis; Thomas, Jewell 3 2019 Bayesian mode and maximum estimation and accelerated rates of contraction. Zbl 1466.62305Yoo, William Weimin; Ghosal, Subhashis 2 2019 Multivariate Gaussian network structure learning. Zbl 1421.62072Du, Xingqi; Ghosal, Subhashis 1 2019 Bayesian non-parametric simultaneous quantile regression for complete and grid data. Zbl 1469.62051Das, Priyam; Ghosal, Subhashis 6 2018 Bayesian discriminant analysis using a high dimensional predictor. Zbl 1422.62218Du, Xingqi; Ghosal, Subhashis 1 2018 Fundamentals of nonparametric Bayesian inference. Zbl 1376.62004Ghosal, Subhashis; van der Vaart, Aad 117 2017 Efficient Bayesian estimation and uncertainty quantification in ordinary differential equation models. Zbl 1459.62048Bhaumik, Prithwish; Ghosal, Subhashis 6 2017 Bayesian quantile regression using random B-spline series prior. Zbl 1466.62052Das, Priyam; Ghosal, Subhashis 6 2017 Bayesian detection of image boundaries. Zbl 1486.62194Li, Meng; Ghosal, Subhashis 5 2017 Bayesian estimation of principal components for functional data. Zbl 1384.62189Suarez, Adam J.; Ghosal, Subhashis 5 2017 Bayesian inference for higher-order ordinary differential equation models. Zbl 1365.62261Bhaumik, Prithwish; Ghosal, Subhashis 4 2017 Posterior contraction rates of density derivative estimation. Zbl 06822895Shen, Weining; Ghosal, Subhashis 2 2017 Supremum norm posterior contraction and credible sets for nonparametric multivariate regression. Zbl 1338.62121Yoo, William Weimin; Ghosal, Subhashis 25 2016 Bayesian clustering of functional data using local features. Zbl 1359.62264Suarez, Adam Justin; Ghosal, Subhashis 7 2016 Adaptive Bayesian density regression for high-dimensional data. Zbl 1388.62115Shen, Weining; Ghosal, Subhashis 7 2016 Forward selection and estimation in high dimensional single index models. Zbl 1487.62036Luo, Shikai; Ghosal, Subhashis 4 2016 Bayesian structure learning in graphical models. Zbl 1308.62119Banerjee, Sayantan; Ghosal, Subhashis 28 2015 Adaptive Bayesian procedures using random series priors. Zbl 1419.62076Shen, Weining; Ghosal, Subhashis 27 2015 Bayesian two-step estimation in differential equation models. Zbl 1330.62273Bhaumik, Prithwish; Ghosal, Subhashis 9 2015 Posterior convergence rates for estimating large precision matrices using graphical models. Zbl 1302.62124Banerjee, Sayantan; Ghosal, Subhashis 25 2014 Fast Bayesian model assessment for nonparametric additive regression. Zbl 1471.62136McKay Curtis, S.; Banerjee, Sayantan; Ghosal, Subhashis 7 2014 Adaptive Bayesian multivariate density estimation with Dirichlet mixtures. Zbl 1284.62183Shen, Weining; Tokdar, Surya T.; Ghosal, Subhashis 38 2013 Optimal two-stage procedures for estimating location and size of the maximum of a multivariate regression function. Zbl 1296.62158Belitser, Eduard; Ghosal, Subhashis; van Zanten, Harry 2 2012 Predicting false discovery proportion under dependence. Zbl 1229.62098Ghosal, Subhashis; Roy, Anindya 4 2011 Bayesian smoothing of photon-limited images with applications in astronomy. Zbl 1226.62025White, John Thomas; Ghosal, Subhashis 2 2011 Identifiability of the proportion of null hypotheses in skew-mixture models for the \(p\)-value distribution. Zbl 1274.62109Ghosal, Subhashis; Roy, Anindya 1 2011 The \(L_{1}\)-consistency of Dirichlet mixtures in multivariate Bayesian density estimation. Zbl 1198.62028Wu, Yuefeng; Ghosal, Subhashis 15 2010 Reference priors for exponential families with increasing dimension. Zbl 1329.62120Clarke, Bertrand; Ghosal, Subhashis 7 2010 Bayesian ROC curve estimation under binormality using a rank likelihood. Zbl 1158.62310Gu, Jiezhun; Ghosal, Subhashis 6 2009 FIRST: combining forward iterative selection and shrinkage in high dimensional sparse linear regression. Zbl 1245.62086Hwang, Wook Yeon; Zhang, Hao Helen; Ghosal, Subhashis 6 2009 Correction to: “Kullback Leibler property of kernel mixture priors in Bayesian density estimation”. Zbl 1326.62064Wu, Yuefeng; Ghosal, Subhashis 4 2009 Convergence properties of sequential Bayesian \(D\)-optimal designs. Zbl 1149.62066Roy, Anindya; Ghosal, Subhashis; Rosenberger, William F. 2 2009 Nonparametric Bayesian model selection and averaging. Zbl 1135.62028Ghosal, Subhashis; Lember, Jüri; van der Vaart, Aad 36 2008 Kullback Leibler property of kernel mixture priors in Bayesian density estimation. Zbl 1135.62022Wu, Yuefeng; Ghosal, Subhashis 27 2008 Strong approximations for resample quantile processes and application to ROC methodology. Zbl 1216.62065Gu, Jiezhun; Ghosal, Subhashis 3 2008 Posterior consistency for some semi-parametric problems. Zbl 1192.62013Wu, Yuefeng; Ghosal, Subhashis 2 2008 Convergence rates of posterior distributions for non iid observations. Zbl 1114.62060Ghosal, Subhashis; van der Vaart, Aad 115 2007 Posterior convergence rates of Dirichlet mixtures at smooth densities. Zbl 1117.62046Ghosal, Subhashis; van der Vaart, Aad 65 2007 Nonparametric binary regression using a Gaussian process prior. Zbl 1248.62053Choudhuri, Nidhan; Ghosal, Subhashis; Roy, Anindya 15 2007 Posterior consistency of Dirichlet mixtures for estimating a transition density. Zbl 1118.62089Tang, Yongqiang; Ghosal, Subhashis 15 2007 Nonparametric Bayesian estimation of positive false discovery rates. Zbl 1141.62091Tang, Yongqiang; Ghosal, Subhashis; Roy, Anindya 7 2007 A consistent nonparametric Bayesian procedure for estimating autoregressive conditional densities. Zbl 1162.62332Tang, Yongqiang; Ghosal, Subhashis 4 2007 Posterior consistency of Gaussian process prior for nonparametric binary regression. Zbl 1106.62039Ghosal, Subhashis; Roy, Anindya 36 2006 Bayesian consistency for Markov processes. Zbl 1193.62035Ghosal, Subhashis; Tang, Yongqiang 9 2006 Bayesian estimation of the spectral density of a time series. Zbl 1055.62100Choudhuri, Nidhan; Ghosal, Subhashis; Roy, Anindya 45 2004 Contiguity of the Whittle measure for a Gaussian time series. Zbl 1132.62350Choudhuri, Nidhan; Ghosal, Subhashis; Roy, Anindya 8 2004 Adaptive Bayesian inference on the mean of an infinite-dimensional normal distribution. Zbl 1039.62039Belitser, Eduard; Ghosal, Subhashis 36 2003 Posterior consistency for semi-parametric regression problems. Zbl 1015.62018Amewou-Atisso, Messan; Ghosal, Subhashis; Ghosh, Jayanta K.; Ramamoorthi, R. V. 20 2003 On Bayesian adaptation. Zbl 1030.62030Ghosal, Subhashis; Lember, Jüri; van der Vaart, Aad 13 2003 Entropies and rates of convergence for maximum likelihood and Bayes estimation for mixtures of normal densities. Zbl 1043.62025Ghosal, Subhashis; van der Vaart, Aad W. 81 2001 Convergence rates for density estimation with Bernstein polynomials. Zbl 1043.62024Ghosal, Subhashis 68 2001 Convergence rates of posterior distributions. Zbl 1105.62315Ghosal, Subhashis; Ghosh, Jayanta K.; van der Vaart, Aad W. 238 2000 Testing monotonicity of regression. Zbl 1105.62337Ghosal, Subhashis; Sen, Arusharka; van der Vaart, Aad W. 42 2000 Asymptotic normality of posterior distributions for exponential families when the number of parameters tends to infinity. Zbl 1118.62309Ghosal, Subhashis 27 2000 Posterior consistency of Dirichlet mixtures in density estimation. Zbl 0932.62043Ghosal, S.; Ghosh, J. K.; Ramamoorthi, R. V. 96 1999 Asymptotic normality of posterior distributions in high-dimensional linear models. Zbl 0948.62007Ghosal, Subhashis 27 1999 Consistent semiparametric Bayesian inference about a location parameter. Zbl 1054.62528Ghosal, Subhashis; Ghosh, Jayanta K.; Ramamoorthi, R. V. 13 1999 Consistency issues in Bayesian nonparametrics. Zbl 1069.62516Ghosal, S.; Ghosh, J. K.; Ramamoorthi, R. V. 10 1999 Probability matching priors for non-regular cases. Zbl 0949.62019Ghosal, Subhashis 9 1999 Approximation of the posterior distribution in a change-point problem. Zbl 0938.62023Ghosal, Subhashis; Ghosh, Jayanta K.; Samanta, Tapas 4 1999 Complete convergence of martingale arrays. Zbl 0913.60029Ghosal, Subhashis; Chandra, Tapas K. 19 1998 Some elementary strong laws of large numbers: A review. Zbl 0928.60020Chandra, Tapas K.; Ghosal, Subhashis 6 1998 Non-informative priors via sieves and packing numbers. Zbl 0904.62007Ghosal, S.; Ghosh, J. K.; Ramamoorthi, R. V. 15 1997 Reference priors in multiparameter nonregular cases. Zbl 0905.62023Ghosal, S. 12 1997 Normal approximation to the posterior distribution for generalized linear models with many covariates. Zbl 0888.62071Ghosal, Subhashis 11 1997 Expansion of Bayes risk for entropy loss and reference prior in nonregular cases. Zbl 0902.62008Ghosal, Subhashis; Samanta, Tapas 9 1997 Asymptotic expansions of posterior distributions in nonregular cases. Zbl 0882.62010Ghosal, Subhashis; Samanta, Tapas 4 1997 Extensions of the strong law of large numbers of Marcinkiewicz and Zygmund for dependent variables. Zbl 0853.60032Chandra, T. K.; Ghosal, S. 47 1996 The strong law of large numbers for weighted averages under dependence assumptions. Zbl 0857.60021Chandra, Tapas K.; Ghosal, Subhashis 35 1996 On convergence of posterior distributions. Zbl 0858.62024Ghosal, Subhashis; Ghosh, Jayanta K.; Samanta, Tapas 16 1995 Asymptotic behaviour of Bayes estimates and posterior distributions in multiparameter nonregular cases. Zbl 0840.62033Ghosal, Subhashis; Samanta, Tapas 8 1995 Stability and convergence of the posterior in non-regular problems. Zbl 0798.62037Ghosh, Jayanta K.; Ghosal, Subhashis; Samanta, Tapas 8 1994 all cited Publications top 5 cited Publications all top 5 Cited by 1,065 Authors 63 Ghosal, Subhashis 28 Van der Vaart, Adrianus Willem 20 Walker, Stephen Grahm 19 Martin, Ryan 18 Rousseau, Judith 16 Dunson, David Brian 14 Castillo, Ismaël 14 Ghosh, Malay 13 Choi, Taeryon 11 Hu, Shuhe 11 Pati, Debdeep 11 Wang, Xuejun 10 Lee, Jaeyong 10 Nickl, Richard 10 Scricciolo, Catia 9 Lee, Kyoungjae 9 Prünster, Igor 9 van Zanten, Harry 8 Belitser, Eduard 8 Bhattacharya, Anirban 8 Lian, Heng 8 van Zanten, J. H. 7 Cao, Xuan 7 Ghosh, Jayanta Kumar 7 Gugushvili, Shota 7 Kim, Yongdai 7 Kleijn, Bas J. K. 7 Lijoi, Antonio 7 Lin, Lizhen 7 Schmidt-Hieber, Johannes 7 Shen, Aiting 7 Tokdar, Surya T. 7 van der Meulen, Frank Henri 7 Yang, Wenzhi 6 de Blasi, Pierpaolo 6 Gao, Chao 6 Ghosh, Sujit Kumar 6 Khare, Kshitij 6 Ko, Mi-Hwa 6 Kottas, Athanasios 6 Nguyen, XuanLong 6 Quintana, Fernando Andrés 6 Roy, Anindya 6 Xing, Yang 6 Zhou, Harrison H. 5 Arbel, Julyan 5 Berger, James Orvis 5 Chandra, Tapas Kumar 5 Hanson, Timothy E. 5 Kato, Kengo 5 Leblanc, Alexandre 5 Meyer, Renate 5 Norets, Andriy 5 Ray, Kolyan 5 Roy, Arkaprava 5 Spreij, Peter 4 Agapiou, Sergios 4 Baek, Jong-Il 4 Banerjee, Sayantan 4 Baraud, Yannick 4 Barrientos, Andrés F. 4 Bhattacharya, Indrabati 4 Chae, Minwoo 4 Ho, Nhat 4 Jara, Alejandro 4 Jeong, Seonghyun 4 Jiang, Wenxin 4 Page, Garritt L. 4 Pelenis, Justinas 4 Salomond, Jean-Bernard 4 Sun, Dongchu 4 Wang, Xinghui 4 Wasserman, Larry Alan 4 Yang, Yun 3 Alquier, Pierre 3 An, Jun 3 Babenko, Alexandra 3 Bhadra, Anindya 3 Bhattacharya, Abhishek 3 Birgé, Lucien 3 Boukhari, Fakhreddine 3 Chakraborty, Moumita 3 Chan, Jennifer So Kuen 3 Chopin, Nicolas 3 Das, Priyam 3 de Jonge, René 3 DeYoreo, Maria 3 Gadat, Sébastien 3 Gassiat, Elisabeth 3 Gayraud, Ghislaine 3 González-Rodríguez, Gil 3 Gutiérrez-Peña, Eduardo 3 Hao, Shunli 3 Hashimoto, Shintaro 3 Hong, Liang 3 Huang, Haiwu 3 Jo, Seongil 3 Kakizawa, Yoshihide 3 Kruijer, Willem 3 Kyung, Minjung ...and 965 more Authors all top 5 Cited in 153 Serials 110 The Annals of Statistics 70 Electronic Journal of Statistics 44 Journal of Statistical Planning and Inference 38 Computational Statistics and Data Analysis 28 Bernoulli 26 Statistics & Probability Letters 26 Bayesian Analysis 25 Journal of Econometrics 24 Journal of Multivariate Analysis 19 Journal of the American Statistical Association 16 Communications in Statistics. Theory and Methods 14 Sankhyā. Series A 13 Journal of Nonparametric Statistics 12 Annals of the Institute of Statistical Mathematics 12 Statistical Science 11 Scandinavian Journal of Statistics 11 Journal of the Korean Statistical Society 11 Journal of Computational and Graphical Statistics 10 The Annals of Applied Statistics 9 Test 8 Discrete Dynamics in Nature and Society 8 Statistics and Computing 7 Computational Statistics 7 Econometric Theory 7 Journal of Machine Learning Research (JMLR) 6 Biometrics 6 Mathematical Methods of Statistics 6 Statistica Sinica 6 Journal of Inequalities and Applications 6 Statistical Methods and Applications 6 Statistical Methodology 5 Journal of Mathematical Analysis and Applications 5 Statistics 5 Probability Theory and Related Fields 5 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 4 International Journal of Approximate Reasoning 4 Journal of Theoretical Probability 4 Abstract and Applied Analysis 4 Brazilian Journal of Probability and Statistics 4 Sankhyā. Series B 4 SIAM/ASA Journal on Uncertainty Quantification 3 The Canadian Journal of Statistics 3 Inverse Problems 3 Information Sciences 3 Journal of Mathematical Psychology 3 Neural Computation 3 Communications in Statistics. Simulation and Computation 3 Journal of Statistical Computation and Simulation 3 Stochastic Processes and their Applications 3 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Journal of Applied Statistics 3 Acta Mathematica Sinica. English Series 3 Methodology and Computing in Applied Probability 3 Stochastics 3 Journal of Statistical Theory and Practice 2 Journal of Computational Physics 2 Rocky Mountain Journal of Mathematics 2 Journal of Applied Probability 2 Kybernetika 2 Numerische Mathematik 2 Journal of Time Series Analysis 2 Stochastic Analysis and Applications 2 Neural Networks 2 Machine Learning 2 The Annals of Applied Probability 2 Proceedings of the Indian Academy of Sciences. Mathematical Sciences 2 Statistical Papers 2 Lifetime Data Analysis 2 Statistical Inference for Stochastic Processes 2 Statistics Surveys 2 Science China. Mathematics 2 Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A: Matemáticas. RACSAM 2 Mathematical Statistics and Learning 1 Computer Methods in Applied Mechanics and Engineering 1 Journal of Statistical Physics 1 Lithuanian Mathematical Journal 1 Mathematical Biosciences 1 Metrika 1 Physica A 1 Problems of Information Transmission 1 Psychometrika 1 The Annals of Probability 1 Automatica 1 Biometrical Journal 1 Glasgow Mathematical Journal 1 Inventiones Mathematicae 1 Journal of Computational and Applied Mathematics 1 Journal of Economic Theory 1 Journal of the Korean Mathematical Society 1 Mathematics of Operations Research 1 Operations Research 1 Results in Mathematics 1 Statistica 1 Transactions of the American Mathematical Society 1 Mathematical Social Sciences 1 Insurance Mathematics & Economics 1 Probability and Mathematical Statistics 1 Chinese Annals of Mathematics. Series B 1 Acta Mathematica Hungarica ...and 53 more Serials all top 5 Cited in 35 Fields 716 Statistics (62-XX) 181 Probability theory and stochastic processes (60-XX) 78 Numerical analysis (65-XX) 24 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 21 Computer science (68-XX) 13 Biology and other natural sciences (92-XX) 12 Partial differential equations (35-XX) 10 Information and communication theory, circuits (94-XX) 9 Harmonic analysis on Euclidean spaces (42-XX) 6 Functional analysis (46-XX) 6 Operations research, mathematical programming (90-XX) 5 Geophysics (86-XX) 4 Combinatorics (05-XX) 4 Special functions (33-XX) 3 Approximations and expansions (41-XX) 3 Fluid mechanics (76-XX) 2 General and overarching topics; collections (00-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Integral equations (45-XX) 2 Convex and discrete geometry (52-XX) 2 Quantum theory (81-XX) 2 Relativity and gravitational theory (83-XX) 2 Astronomy and astrophysics (85-XX) 2 Mathematics education (97-XX) 1 History and biography (01-XX) 1 Mathematical logic and foundations (03-XX) 1 Group theory and generalizations (20-XX) 1 Ordinary differential equations (34-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Integral transforms, operational calculus (44-XX) 1 Operator theory (47-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Differential geometry (53-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Systems theory; control (93-XX) Citations by Year