Screen LibraryBayesian model selection and statistical modeling
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| Main Authors: | |
|---|---|
| Published: |
CRC Press,
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| Publisher Address: | Boca Raton |
| Publication Dates: | c2010. |
| Literature type: | Book |
| Language: | English |
| Series: |
Statistics : textbooks and monographs |
| Subjects: | |
| Carrier Form: | xiv, 286 p.: ill. ; 25 cm. |
| ISBN: |
9781439836149 (hc : alk. paper) 1439836140 (hc : alk. paper) |
| Index Number: | O212 |
| CLC: | O212.8 |
| Call Number: | O212.8/A552 |
| Contents: |
Includes bibliographical references and index. Introduction to Bayesian analysis -- Asymptotic approach for Bayesian inference -- Computational approach for Bayesian inference -- Bayesian approach for model selection -- Simulation approach for computing the marginal likelihood -- Various Bayesian model selection criteria -- Theoretical development and comparisons -- Bayesian model averaging. |