Some Advances in Bayesian Nonparametric Modeling
Nested Dirichlet process and nonparametric regression
(Sprache: Englisch)
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...
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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.
Autoren-Porträt von Abel Rodriguez
Rodriguez, AbelAbel 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.
Bibliographische Angaben
- Autor: Abel Rodriguez
- 2010, 168 Seiten, Maße: 22 cm, Kartoniert (TB), Englisch
- Verlag: LAP Lambert Academic Publishing
- ISBN-10: 3838300122
- ISBN-13: 9783838300122
Sprache:
Englisch
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