Nonparametric Bayesian Methods

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! (;