I collect a few references/tutorials to nonparametric Bayesian methods for inference.
- Zoubin Ghahramani, Nonparametic Bayesian Methods (UAI05 slides)
- David Dunson, “Nonparametric Bayes Applications to Biostatistics“.
- Peter Müller and Fernando A. Quintana, “Nonparametic Bayesian Data Analysis,” Statistical Science, 2004.
I will try to collect a few papers that analyze the convergence rate of these nonparametric Bayesian methods in a future post. I remember I’d found a few! (;