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Bayesian thinking : modeling and computation /
This volume describes how to develop Bayesian thinking, modelling and computation both from philosophical, methodological and application point of view. It further describes parametric and nonparametric Bayesian methods for modelling and how to use modern computational methods to summarize inference...
| Clasificación: | Libro Electrónico |
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| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Amsterdam ; Boston :
Elsevier,
2005.
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| Edición: | 1st ed. |
| Colección: | Handbook of statistics (Amsterdam, Netherlands) ;
v. 25. |
| Temas: | |
| Acceso en línea: | Texto completo Texto completo |
| Sumario: | This volume describes how to develop Bayesian thinking, modelling and computation both from philosophical, methodological and application point of view. It further describes parametric and nonparametric Bayesian methods for modelling and how to use modern computational methods to summarize inferences using simulation. The book covers wide range of topics including objective and subjective Bayesian inferences with a variety of applications in modelling categorical, survival, spatial, spatiotemporal, Epidemiological, software reliability, small area and micro array data. The book concludes with a chapter on how to teach Bayesian thoughts to nonstatisticians. Key Features: -Critical thinking on causal effects -Objective Bayesian philosophy -Nonparametric Bayesian methodology -Simulation based computing techniques -Bioinformatics and Biostatistics Key Features: Critical thinking on causal effects Objective Bayesian philosophy Nonparametric Bayesian methodology Simulation based computing techniques Bioinformatics and Biostatistics. |
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| Descripción Física: | 1 online resource (xx, 1041 pages) : illustrations (some color). |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9780444515391 0444515399 0080461174 9780080461175 |
| ISSN: | 0169-7161 ; |