00000cam a22000004a 4500 UP-99796217610615556 Buklod 20230215105418.0 m |o d | ta 090911s2010 enka rb |001 0|eng d 9780521513463 (hbk.) (iLib)UPD-00194805323 E2-2443 Linar PhP 3,900.00 CS Dr. Adrian Roy L. Valdez (recommending faculty) DLC DENGII eng DMLUC QA 278.8 B39 2010 Bayesian nonparametrics edited by Nils Lid Hjort ... [et al.]. Cambridge, U.K. New York Cambridge University Press c2010. viii, 299 p. ill. Cambridge series in statistical and probabilistic mathematics 28 An invitation to Bayesian nonparametrics / Nils Lid Hjort, Chris Holmes, Peter Müller and Stephen G. Walker -- 1. Bayesian nonparametric methods: motivation and ideas / Stephen G. Walker -- 2. The Dirichlet process, related priors, and posterior asymptotics / Subhashis Ghosal -- 3. Models beyond the Dirichlet process / Antonio Lijoi and Igor Prünster -- 4. Further models and applications / Nils Lid Hjort -- 5. Hierarchical Bayesian nonparametric models with applications / Yee Whye Teh and Michael I. Jordan -- 6. Computational issues arising in Bayesian nonparametric hierarchical models / Jim Griffin and Chris Holmes -- 7. Nonparametric Bayes applications to biostatistics / David B. Dunson -- 8. More nonparametric Bayesian models for biostatistics / Peter Müller and Fernando Quintana -- Author index -- Subject index. Nonparametric statistics. Bayesian statistical decision theory. Hjort, Nils Lid. Cambridge series in statistical and probabilistic mathematics 28. Book FO Monograph UPD DENG-II QA 278.8 B39 2010 Book