Bayesian Nonparametrics

摘要

This book consists of a collection of articles concerning Bayesian nonparametric methods. The recent theoretical and practical aspects of Dirichlet processes are discussed. The book covers the theoretical aspects in the first four chapters, while the last four chapters document a wide range of applications from biostatistics to signal processing.