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Subhashis Ghosal
Subhashis Ghosal
Verifisert e-postadresse på stat.ncsu.edu
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Convergence rates of posterior distributions
S Ghosal, JK Ghosh, AW Van Der Vaart
Annals of Statistics, 500-531, 2000
9652000
Fundamentals of nonparametric Bayesian inference
S Ghosal, AW Van der Vaart
Cambridge University Press, 2017
9592017
Convergence rates of posterior distributions for noniid observations
S Ghosal, A Van Der Vaart
4792007
Posterior consistency of Dirichlet mixtures in density estimation
S Ghosal, JK Ghosh, RV Ramamoorthi
The Annals of Statistics 27 (1), 143-158, 1999
4771999
Entropies and rates of convergence for maximum likelihood and Bayes estimation for mixtures of normal densities
S Ghosal, AW Van Der Vaart
Annals of Statistics, 1233-1263, 2001
3942001
Posterior convergence rates of Dirichlet mixtures at smooth densities
S Ghosal, A Van Der Vaart
2692007
Posterior consistency of Gaussian process prior for nonparametric binary regression
S Ghosal, A Roy
2072006
Testing monotonicity of regression
S Ghosal, A Sen, AW Van Der Vaart
Annals of statistics, 1054-1082, 2000
2052000
Adaptive Bayesian multivariate density estimation with Dirichlet mixtures
W Shen, ST Tokdar, S Ghosal
Biometrika 100 (3), 623-640, 2013
1902013
Convergence rates for density estimation with Bernstein polynomials
S Ghosal
The Annals of Statistics 29 (5), 1264-1280, 2001
1742001
The Dirichlet process, related priors and posterior asymptotics
S Ghosal
Bayesian nonparametrics 28, 35, 2010
1642010
Bayesian estimation of the spectral density of a time series
N Choudhuri, S Ghosal, A Roy
Journal of the American Statistical Association 99 (468), 1050-1059, 2004
1602004
Extensions of the strong law of large numbers of Marcinkiewicz and Zygmund for dependent variables
TK Chandra, S Ghosal
Acta Mathematica Hungarica 71, 327-336, 1996
1301996
Bayesian structure learning in graphical models
S Banerjee, S Ghosal
Journal of Multivariate Analysis 136, 147-162, 2015
1252015
Kullback Leibler property of kernel mixture priors in Bayesian density estimation
Y Wu, S Ghosal
1242008
On convergence of posterior distributions
S Ghosal, JK Ghosh, T Samanta
The Annals of Statistics 23 (6), 2145-2152, 1995
1111995
Nonparametric Bayesian model selection and averaging
S Ghosal, J Lember, A Van Der Vaart
1092008
Adaptive Bayesian inference on the mean of an infinite-dimensional normal distribution
E Belitser, S Ghosal
Annals of Statistics, 536-559, 2003
1062003
Asymptotic normality of posterior distributions in high-dimensional linear models
S Ghosal
1051999
Adaptive Bayesian procedures using random series priors
W Shen, S Ghosal
Scandinavian Journal of Statistics 42 (4), 1194-1213, 2015
962015
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Artikler 1–20