Some Advances in Bayesian Nonparametric Modeling: Nested Dirichlet process and nonparametric regression - Tapa blanda

Rodriguez, Abel

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

Sinopsis

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.

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Reseña del editor

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.

Biografía del autor

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.

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2010
Idioma
Inglés
ISBN 10 
3838300122
ISBN 13 
9783838300122
Encuadernación
Tapa blanda
Número de páginas
168
Contacto del fabricante
no disponible
Persona responsable
no disponible