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Some Advances in Bayesian Nonparametric Modeling

Some Advances in Bayesian Nonparametric Modeling

Abel Rodriguez

93,90 €
IVA incluido
Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2010
Materia
Probabilidad y estadística
ISBN:
9783838300122
93,90 €
IVA incluido
Disponible

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Sobre IBD

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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