·
Bayesian Poisson image smoothing using a
Chinese restaurant process with applications in astronomy (with J. T.
White).
·
L_1-consistency of Dirichlet
mixtures in multivariate density estimation (with Y. Wu).
·
Approximate posterior model probabilities in
additive models via the group LASSO (with S. McKay Curtis).
·
Dirichlet process,
related priors and posterior asymptotics. In Bayesian
Nonparametrics, (N. L. Hjort
et al., eds.),
pages 36-83, Cambridge University Press (in press).
2009
·
FIRST: Combining forward selection and shrinkage in
high dimensional linear regression (with W. Hwang and H. Zhang). Statistics
and its Interface, Vol. 0, pages 1-8, 2009.
·
Bayesian nonparametric approach to multiple
testing (with A. Roy), World Scientific Review Volume (N. S. N. Sastry et al., eds.), pages 139-164, World Scientific
Press, Singapore, 2009.
2008
·
Posterior consistency for some semiparametric problems (with Y. Wu). Sankhya, the Indian Journal of Statistics, Ser. A, (Invited
paper) Vol. 70, pages 0-46, 2008.
·
Convergence properties of sequential Bayesian
D-optimal designs (with A. Roy and W. F. Rosenberger). Journal of Statistical
Planning and Inference, Journal of Statistical Planning and Inference, Vol.
139, pages 425—440, 2008.
·
Kullback Leibler property of kernel mixture priors in Bayesian
density estimation (with Y. Wu). Electronic Journal of Statistics, Vol 2, 298--331, 2008. Correction,
Electronic Journal of Statistics, Vol 3, pages 316-317,
2009.
·
Nonparametric Bayesian model selection and averaging
(with J. Lember and A. W. van der
Vaart). Electronic Journal of Statistics, Vol 2, 63--89, 2008.
·
Bayesian ROC curve estimation under binormality using a rank likelihood (with J. Gu). Journal of Statistical
Planning and Inference. Vol. 139, pages 2076--2083, 2008. MATAB code
·
Strong approximations for resample quantile process and applications to ROC methodology
(with J. Gu). Journal of
Nonparametric Statistics, Volume 20, pages 229—240, 2008. See also the
full technical
report version of the paper.
·
Non-parametric estimation of ROC curve (with J. Gu and A. Roy). Statistics in Medicine, Vol. 27, 5407—5420,
2008.
·
Clusterwise
regression using Dirichlet mixtures (with C.
Kang). Platinum Jubilee volume of Indian Statistical Institute, World
Scientific, pages 301-322, 2008. A shorter
version of this paper appears in the JSM Proceedings, 2007, Section on
Nonparametric Statistics, 1624--1631.
·
J. K. Ghosh's
contribution to statistics: A brief outline (with Bertrand Clarke).
Editorial article in IMS Collection - Volume 3: Pushing the Limits of
Contemporary Statistics: Contributions in honor of Professor Jayanta K. Ghosh, pages 1—18,
2008. Check the cover page and the table of contents of this volume.
·
Posterior consistency of Dirichlet
mixtures of beta densities in estimating positive false discovery rates
(with A. Roy and Y. Tang). Invited paper in IMS Collection - Volume 1: Beyond Parametrics in Interdisciplinary Research: Festschrift in
honor of Professor Pranab K. Sen,
pages 105—115, 2008.
2007
·
Nonparametric Bayesian estimation of positive false
discovery rates (with Y. Tang and A. Roy). Biometrics, Vol
63, pages 1126--1134.
·
A consistent nonparametric Bayesian
procedure for estimating autoregressive conditional densities (with Y.
Tang). Computational Statistics and Data Analysis, Vol
51, 4424-4437.
·
Convergence rates of posterior distributions for noniid observations (with A. W. van der
Vaart). Annals of Statistics, Vol
35, No. 1, 192--223.
·
Posterior consistency of Dirichlet
mixtures for estimating a transition density (with Yongqiang
Tang). Journal of Statistical Planning and Inference Vol. 137, 1711--1726,
2007.
·
Posterior convergence rates of Dirichlet
mixtures at smooth densities (with A. W. van der Vaart). Annals of Statistics, Vol
35, No. 2, 697--723.
·
Nonparametric binary regression using a
Gaussian process prior (with N. Choudhuri and A.
Roy). Statistical Methodology Vol 4, 227-243.
2006
·
Posterior consistency of Gaussian process prior
for nonparametric binary regression (with A. Roy). Annals of Statistics Vol 34, 2413--2429, 2006).
·
Bayesian consistency for Markov processes
(with Y. Tang). 2006 Sankhya Vol
68, No 2, pp. 227--239.
·
Semiparametric Accelerated
Failure Time Models For Censored Data (with Sujit Ghosh). In "Bayesian
Statistics and its Applications" (S. K. Upadhyay
et al., eds.), Anamaya Publishers, New Delhi,
213-229.
2005
·
Bayesian methods for function estimation (with N.
Choudhuri and A. Roy). 2005. Handbook of Statistics, Vol 25, (Dipak Dey, ed.) pp. 373--414.
2004
·
Bayesian estimation of the spectral density of a time
series (with N. Choudhuri and A. Roy). Journal of
the American Statistical Association, vol. 99, pp. 1050--1059, 2004.
·
Contiguity of the Whittle measure for a Gaussian
time series (with N. Choudhuri and A. Roy). Biometrika, vol 91, No 1, pp.
211--218, 2004.
2003
·
On Bayesian adaptation (with J. Lember
and A. W. van der Vaart). Acta Applicanadae Mathematica, vol 79, No 1/2, pp.
165--175, 2003.
·
Invited
discussion of ``A Nonparametric Bayesian
Approach to Inverse Problems'' by R. L. Wolpert, K. Ickstadt and M. B. Hansen. In ``Bayesian Statistics'' Vol.
7, (J. M. Bernardo et al., eds.), Oxford University Press, pp. 403--417, 2003.
·
Discussion of ``New Tools for Consistency in
Bayesian Nonparametrics'' by G. Salinetti
(with A. W. van der Vaart).
In ``Bayesian Statistics'' Vol. 7 (J. M. Bernardo et al., eds.), Oxford
University Press, pp. 369--384, 2003.
·
Adaptive Bayesian inference on the mean of an infinite
dimensional normal distribution. (with E. Belitser). Annals of Statistics, vol
31, No 2, pp. 536--559, 2003.
·
Posterior consistency for semiparametric
regression problems. (with M. Amewou-Atisso,
J. K. Ghosh and R. V. Ramamoorthi).
Bernoulli, vol 9, No 2, pp. 291-312, 2003.
2001
·
Entropies and rates of convergence for Bayes and maximum likelihood estimation for mixture of
normal densities. (with A. W. van der Vaart). Annals of Statistics,
vol 29, No. 5, pp. 1233--1263, 2001.
·
Convergence rates for density estimation with
Bernstein polynomials. Annals of Statistics, vol
29, No. 5, pp. 1264--1280, 2001.
2000
·
Testing Monotonicity
of Regression. (with Arusharka Sen and A. W. van der Vaart) Annals of Statistics, vol
28, No. 4, pp. 1054--1082, 2000.
·
Convergence rates of posterior distributions. (with J. K. Ghosh and A. W. van der Vaart), Annals of Statistics,
vol 28, No. 2, pp. 500--531, 2000.
·
Asymptotic normality of posterior distributions for
exponential families with many parameters. Journal of Multivariate
Analysis, vol 74, pp. 49--69, 2000.
1999
·
Probability matching priors for non-regular cases.
Biometrika, vol. 86, pp. 956--964, 1999.
·
Posterior consistency of Dirichlet
mixtures in density estimation. (with J. K. Ghosh
and R. V. Ramamoorthi) Annals of Statistics, vol. 27,
No. 1, pp. 143--158, 1999.
·
Consistent semiparametric
Bayesian inference about a location parameter. (with J. K. Ghosh and R. V. Ramamoorthi)
Journal of Statistical Planning and Inference, Vol
77, No. 2, pp. 181--193, 1999.
·
Asymptotic normality of posterior distributions in
high dimensional linear models. Bernoulli, Vol. 5, No. 2, pp. 315--331,
1999.
·
Consistency issues in Bayesian nonparametrics
(with J. K. Ghosh and R. V. Ramamoorthi).
In ``Asymptotics, Nonparametrics
and Time Series: A Tribute to Madan Lal Puri'' (Subir
Ghosh, Ed.), Marcel Dekker, Inc. pp. 639--667, 1999.
·
Approximation of the posterior distribution in a
change point problem. (with J. K. Ghosh and T. Samanta). Annals of
the Institute of Statistical Mathematics, vol. 51, No. 3, pp. 479--497, 1999.
1998
·
Complete convergence of martingale arrays (with
T. K. Chandra) Journal of Theoretical Probability, Vol
11, No. 3, pp. 621--631, 1998.
·
Some elementary strong law of large numbers: a review
(with T. K. Chandra). In Frontiers in
Probability and Statistics (S. P. Mukherjee et
al., eds.), pp. 61--81, Narosa Publishing House, New
Delhi, 1998.
1997
·
Normal approximation to the posterior distribution for
generalized linear models with many covariates. Mathematical Methods of
Statistics, vol. 6, No. 3, pp. 332--348, 1997.
·
Reference prior in multiparameter
nonregular cases. Test, Vol. 6, No. 1, pp.
159--186, 1997.
·
Expansion of Bayes risk
for entropy loss and reference prior in nonregular
cases (with T. Samanta). Statistics and Decisions,
Vol. 15, pp. 129--140, 1997.
·
Asymptotic expansions of posterior distributions in
nonregular cases. (with
Tapas Samanta). Annals of the Institute of
Mathematical Statistics, vol. 49, No. 1, pp. 181--197, 1997.
·
On extensions of an inequality of Kolmogorov (with T. K. Chandra) Calcutta Statistical
Association Bulletin, Vol 47, No. 185--186, pp. 1--9,
1997.
·
Non-informative priors via sieves and packing numbers
(with J. K. Ghosh and R. V. Ramamoorthi).
In Advances in Statistical Decision
Theory and Applications (S. Panchapakesan and N. Balakrishnan, Eds.), pp. 119--132, Birkhauser,
Boston, 1997.
1996
·
Extensions of the strong law of large numbers of Marcinkiewicz and Zygmund under
dependence. (with T. K. Chandra). Acta Mathematica Hungarica, vol. 71, pp.
327--336, 1996.
·
Strong law of large numbers for weighted average of
dependent variables (with T. K. Chandra). Journal of Theoretical
Probability, vol. 9, pp. 797--809, 1996.
·
A review of consistency and convergence rates of
posterior distribution. In ``Proceedings of Varanashi
Symposium in Bayesian Inference'', Banaras Hindu University.
1995
·
Asymptotic behaviour of Bayes estimates and posterior distribution in multiparameter nonregular cases.
(with Tapas Samanta). Mathematical
Methods of Statistics, vol. 6, No. 3, pp. 332--348, 1995.
·
On convergence of posterior distribution. (with J. K. Ghosh and T. Samanta). Annals of Statistics, Vol. 23, pp. 2145--2152,
1995.
1994
·
Stability
and convergence of posterior in non-regular problems. (with
J. K. Ghosh and T. Samanta). In Statistical Decision Theory and Related Fields V (S. S. Gupta
and J. O. Berger, eds.), pp. 183--199, 1994.
·
On
Borel-Cantelli lemmas. (with
T. K. Chandra). In Essays on Probability and Statistics,
Festschrift in honour of Professor Anil Kumar Bhattacharya (S. P. Mukherjee et al. (eds.)),
Department of Statistics, Presidency College, Calcutta, pp. 231--239, 1994.
Questions or comments to: Subhashis Ghosal ghosal@stat.ncsu.edu
Back to my home page