Skip to main content
Log in

Introduction to “On a class of \(\sigma \)-stable Poisson–Kingman models and an effective marginalized sampler” by S. Favaro, M. Lomeli, Y. W. Teh

  • Published:
Statistics and Computing Aims and scope Submit manuscript

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

References

  • Argiento, R., Guglielmi, A., Pievatolo, A.: Bayesian density estimation and model selection using nonparametric hierarchical mixtures. Comput. Stat. Data Anal. 54(4), 816–832 (2010)

  • Barrios, E., Lijoi, A., Nieto-Barajas, L.E., Prünster, I.: Modeling with normalized random measure mixture models. Statist. Sci. 28, 313–334 (2013)

  • Escobar, M.D., West, M.: Bayesian density estimation and inference using mixtures. J. Amer. Statist. Assoc. 90, 577–588 (1995)

  • Favaro, S., Teh Y.W.: MCMC for normalized random measure mixture models. Statist. Sci. 28, 335–359 (2013)

  • Ferguson, T.S.: Bayesian density estimation by mixtures of Normal distributions. In: Siegmund, D., Rustage, J., Rizvi, G.G. (eds.) Recent Advances in Statistics: Papers in Honor of Herman Cherno On His Sixtieth Birthday, pp. 287–302. Bibliohound, Carlsbad (1983)

  • Ghoshal, S.: The Dirichlet process, related priors and posterior asymptotics. In: Hjort, N., Holmes, C., Müller, P., Walker, S. (eds.) Bayesian Nonparametrics, pp. 22–34. Cambridge University Press, Cambridge (2010)

  • Ishwaran, H., James, L.F.: Gibbs sampling methods for stick-breaking priors. J. Amer. Stat. Ass. 96, 161–173 (2001)

  • Lijoi, A., Prünster, I.: Models beyond the Dirichlet process. In: Hjort, N.L., Holmes, C.C., Müller, P., Walker, S.G. (eds.) Bayesian Nonparametrics, pp. 80–136. Cambridge University Press, Cambridge (2010)

  • Neal, R.M.: Markov chain sampling methods for Dirichlet process mixture models. J. Comput. Graph. Statist. 9, 249–265 (2000)

  • Regazzini, E., Lijoi, A., Prünster, I.: Distributional results for means of normalized random measures with independent increments. Ann. Statist. 31, 560–585 (2002)

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Peter Mueller.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mueller, P. Introduction to “On a class of \(\sigma \)-stable Poisson–Kingman models and an effective marginalized sampler” by S. Favaro, M. Lomeli, Y. W. Teh. Stat Comput 25, 65–66 (2015). https://doi.org/10.1007/s11222-014-9537-2

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11222-014-9537-2

Navigation