Online papers
Warning!! The printed version of the papers may be slightly
different from the ones available here. Some old papers are not available.
- Posterior consistency for some semi-parametric problems
(with Y. Wu). Invited discussion paper for Sankhya Series A, Submitted Sept 2008.
- Approximate posterior
model probabilities in additive models via the group LASSO (with S.
McKay Curtis). Submitted May 2008.
- Bayesian
nonparametric approach to multiple testing (with A. Roy), To be
published by World Scientific Press as part of Indian Statistical
Institute Platinum Jubilee Volume.
- Dirichlet process,
related priors and posterior asymptotics based on the tutorial given
in Workshop on Bayesian nonparametric regression, Cambridge, Aug 6-10,
2007. To be published by Cambridge University Press.
- 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. Check the cover page
and the table of contents of this
volume.
- Kullback Leibler
Property of Kernel Mixture Priors in Bayesian Density Estimation (with
Y. Wu). Electronic Journal of Statistics, Vol 2, 298--331, 2008.
- 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). To appear in the Journal of Statistical Planning
and Inference. , MATLAB code
- Strong approximations
for resample quantile process and applications to ROC methodology
(with J. Gu). Journal of Nonparametric Statistics, Volume 20, pages
229--240. See also the full technical
report version of the paper.
- 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.
- Non-parametric estimation of
ROC curve (with J. Gu and A. Roy). Statistics in Medicine. Vol. 27, No. 26 (to appear).
- A consistent
nonparametric Bayesian procedure for estimating autoregressive conditional
densities (with Y. Tang). Computational Statistics and Data Analysis,
Vol 51, 4424-4437.
- Clusterwise
regression using Dirichlet mixtures (with C. Kang). To appear in
Platinum Jubilee volume of Indian Statistical Institute, to be published
by World Scientific. A shorter version
of this paper appears in the JSM Proceedings, 2007, Section on
Nonparametric Statistics, 1624--1631.
- Nonparametric Bayesian
estimation of positive false discovery rates (with Y. Tang and A.
Roy). Biometrics, Vol 63, pages 1126--1134.
- Convergence
Properties of Sequential Bayesian D-Optimal Designs (with A. Roy and
W. F. Rosenberger). Journal of Statistical Planning and Inference (in press).
- Bayesian
consistency for Markov processes (with Y. Tang). 2006 Sankhya Vol 68,
No 2, pp. 227--239.
- Convergence rates of
posterior distributions for noniid observations (with A. W. van der
Vaart). Annals of Statistics, Vol 35, No. 1, 192--223.
- Bayesian methods for
function estimation (with N. Choudhuri and A. Roy). 2005. Handbook of
Statistics, Vol 25, (Dipak Dey, ed.) pp. 373--414.
- Posterior consistency of
Dirichlet mixtures for estimating a transition density (with Yongqiang
Tang). Journal of Statistical Planning and Inference Vol. 137, 1711--1726,
2007. See also the auxiliary paper A
Hoeffding-type inequality for ergodic time series by Y. Tang.
- 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.
- Posterior convergence
rates of Dirichlet mixtures at smooth densities (with A. W. van der
Vaart). Annals of Statistics, Vol 35, No. 2, 697--723.
- Posterior
consistency of Gaussian process prior for nonparametric binary regression
(with A. Roy). Annals of Statistics Vol 34, 2413--2429, 2006).
- Nonparametric binary
regression using a Gaussian process prior (with N. Choudhuri and A.
Roy). Statistical Methodology Vol 4, 227-243.
- 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.
- 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.
- 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.
- 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.
- 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.
- A review of consistency and
convergence rates of posterior distribution. In ``Proceedings of
Varanashi Symposium in Bayesian Inference'', Banaras Hindu University.
- 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.
- Complete convergence of
martingale arrays (with T. K. Chandra) Journal of Theoretical
Probability, Vol 11, No. 3, pp. 621--631, 1998.
- 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.
- 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.
- On convergence of
posterior distribution. (with J. K. Ghosh and T. Samanta). Annals of
Statistics, Vol. 23, pp. 2145--2152, 1995.
Questions or comments to: Subhashis Ghosal ghosal@stat.ncsu.edu
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