Some Advances in Bayesian Nonparametric Modeling: Nested Dirichlet process and nonparametric regression - Couverture souple

Rodriguez, Abel

 
9783838300122: Some Advances in Bayesian Nonparametric Modeling: Nested Dirichlet process and nonparametric regression
Couverture souple
ISBN 10 : 3838300122 ISBN 13 : 9783838300122
Editeur : LAP LAMBERT Academic Publishing, 2010

Synopsis

Bayesian nonparametric and semiparametric mixture models have become extremely popular in the last 10 years because they provide flexibility and interpretability while preserving computational simplicity. This book is a contribution to this growing literature, discussing the design of models for collections of distributions and their application to density estimation and nonparametric regression. All methods introduced in this book are discussed in the context of complex scientific applications in public health, epidemiology and finance.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Bayesian nonparametric and semiparametric mixture models have become extremely popular in the last 10 years because they provide flexibility and interpretability while preserving computational simplicity. This book is a contribution to this growing literature, discussing the design of models for collections of distributions and their application to density estimation and nonparametric regression. All methods introduced in this book are discussed in the context of complex scientific applications in public health, epidemiology and finance.

Biographie de l'auteur

Abel Rodriguez was born in Caracas, Venezuela, on July 16, 1975. After graduating with B.S. degrees in Engineering and Law, he completed a M.S. in Statistics in 2000. In 2003 he returned to academia to pursue a Ph.D. in Statistics at Duke University. He is currently Assistant Professor at the University of California, Santa Cruz.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2010
Langue
anglais
ISBN 10 
3838300122
ISBN 13 
9783838300122
Reliure
Broché
Nombre de pages
168
Coordonnées du fabricant
non disponible
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