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

Rodriguez, Abel

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

Inhaltsangabe

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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Über die Autorin bzw. den Autor

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

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2010
Sprache
Englisch
ISBN 10 
3838300122
ISBN 13 
9783838300122
Einband
Taschenbuch
Anzahl der Seiten
168
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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