Book contents
- Frontmatter
- Contents
- List of contributors
- An invitation to Bayesian nonparametrics
- 1 Bayesian nonparametric methods: motivation and ideas
- 2 The Dirichlet process, related priors and posterior asymptotics
- 3 Models beyond the Dirichlet process
- 4 Further models and applications
- 5 Hierarchical Bayesian nonparametric models with applications
- 6 Computational issues arising in Bayesian nonparametric hierarchical models
- 7 Nonparametric Bayes applications to biostatistics
- 8 More nonparametric Bayesian models for biostatistics
- Author index
- Subject index
Contents
Published online by Cambridge University Press: 06 January 2011
- Frontmatter
- Contents
- List of contributors
- An invitation to Bayesian nonparametrics
- 1 Bayesian nonparametric methods: motivation and ideas
- 2 The Dirichlet process, related priors and posterior asymptotics
- 3 Models beyond the Dirichlet process
- 4 Further models and applications
- 5 Hierarchical Bayesian nonparametric models with applications
- 6 Computational issues arising in Bayesian nonparametric hierarchical models
- 7 Nonparametric Bayes applications to biostatistics
- 8 More nonparametric Bayesian models for biostatistics
- Author index
- Subject index
Summary

- Type
- Chapter
- Information
- Bayesian Nonparametrics , pp. v - viiPublisher: Cambridge University PressPrint publication year: 2010