Nonparametric Bayesian Discrete Latent Variable Models for ...

Bibliography
O. Cappé, C. P. Robert, and T. Rydén. Reversible jump, birth-and-death, and more
general continuous time mcmc samplers. Journal of the Royal Statistical Society, B,
65:679–700, 2003.
W. Chu, Z. Ghahramani, R. Krause, and D. Wild. Identifying protein complexes in
high-throughput protein interaction screens using an infinite latent feature model.
In A. et al, editor, BIOCOMPUTING 2006: Proceedings of the Pacific Symposium,
2006.
H. Daumé III and D. Marcu. A Bayesian model for supervised clustering with the
Dirichlet process prior. Journal of Machine Learning Research, 6:1551–1577, 2005.
D. Dey, P. Müller, and D. Sinha, editors. Practical Nonparametric and Semiparametric
Bayesian Statistics. New York: Springer Verlag, 1998.
P. Diaconis and D. Freedman. On consistency of Bayes estimates. The Annals of
Statistics, 14:1–67, 1986.
K. Doksum. Tailfree and neutral random probabilities and their posterior distributions.
The Annals of Probability, 2(2):183–201, 1974.
A. Dubey, S. Hwang, C. Rangel, C. E. Rasmussen, Z. Ghahramani, and D. L. Wild.
Clustering protein sequence and structure space with infinite Gaussian mixture models.
In Pacific Symposium on Biocomputing, pages 399–410, Singapore, 2004. World
Scientific Publishing.
M. D. Escobar. Estimating the Means of Several Normal Populations by Estimating the
Distribution of the Means. PhD thesis, Yale University, 1988.
M. D. Escobar. Estimating normal means with a Dirichlet process prior. Journal of the
American Statistical Association, 89(425):268–277, 1994.
M. D. Escobar and M. West. Bayesian density estimation and inference using mixtures.
Journal of the American Statistical Association, 90:577–588, 1995.
M. D. Escobar and M. West. Computing Bayesian nonparametric hierarchical models. In
D. Dey, P. Müller, and D. Sinha, editors, Practical Nonparametric and Semiparametric
Bayesian Statistics, pages 1–22. New York: Springer Verlag, 1998.
E. V. Evarts. ique for recording activity of subcortical neurons in moving animals.
Electroencephalography and Clinical Neurophysiology, 24(1):83–86, 1968.
P. Fearnhead. Particle filters for mixture models with an unknown number of components.
Statistics and Computing, 14(1):11–21, 2004.
T. S. Ferguson. A Bayesian analysis of some nonparametric problems. Annals of Statistics,
1:209–230, 1973.
126