中图分类法:	O212.8 版次：
题名:	Bayesian nonparametrics / / ,
出版发行:	出版地： Cambridge, UK ; 出版社： Cambridge University Press, 出版日期： 2010.
载体形态:	viii, 299 p. : ill. ; 27 cm.
内容提要:	"Bayesian nonparametrics works - theoretically, computationally. The theory provides highly flexible models whose complexity grows appropriately with the amount of data. Computational issues, though challenging, are no longer intractable. All that is needed is an entry point: this intelligent book is the perfect guide to what can seem a forbidding landscape. Tutorial chapters by Ghosal, Lijoi and Pr unster, Teh and Jordan, and Dunson advance from theory, to basic models and hierarchical modeling, to applications and im