Rates II and First Examples

This chapter first discusses extensions of the general result on posterior convergence rates presented in the introductory chapter, among others fractional posterior distributions and lower bounds for posterior rates. Then, first examples of applications of the general theory are presented through the study of three popular classes of prior distributions: random histograms, Gaussian processes and Pólya trees.