Bayesian data analysis / (Record no. 8540)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02673mam a2200325 a 4500 |
| 001 - CONTROL NUMBER | |
| control field | 1693632 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-DhUL |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20140907150128.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 951003s1995 enka 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0412039915 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)ocm33233097 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EUN |
| Transcribing agency | EUN |
| Modifying agency | NNC |
| -- | OrLoB |
| -- | BD-DhUL |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.2 |
| Item number | BAY |
| 245 00 - TITLE STATEMENT | |
| Title | Bayesian data analysis / |
| Statement of responsibility, etc. | Andrew Gelman ... [et al.] |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | London ; |
| -- | New York : |
| Name of publisher, distributor, etc. | Chapman & Hall, |
| Date of publication, distribution, etc. | c1995. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xix, 526 p. : |
| Other physical details | ill. ; |
| Dimensions | 24 cm. |
| 365 ## - TRADE PRICE | |
| Price type code | USD |
| Price amount | 59.80 |
| 490 1# - SERIES STATEMENT | |
| Series statement | Chapman & Hall texts in statistical science series |
| 500 ## - GENERAL NOTE | |
| General note | Includes Index. |
| 505 00 - FORMATTED CONTENTS NOTE | |
| Miscellaneous information | 1. |
| Title | Background -- |
| Miscellaneous information | 2. |
| Title | Single-parameter models -- |
| Miscellaneous information | 3. |
| Title | Introduction to multiparameter models -- |
| Miscellaneous information | 4. |
| Title | Large-sample inference and connections to standard statistical methods -- |
| Miscellaneous information | 5. |
| Title | Hierarchical models -- |
| Miscellaneous information | 6. |
| Title | Model checking and sensitivity analysis -- |
| Miscellaneous information | 7. |
| Title | Study design in Bayesian analysis -- |
| Miscellaneous information | 8. |
| Title | Introduction to regression models -- |
| Miscellaneous information | 9. |
| Title | Approximations based on posterior modes -- |
| Miscellaneous information | 10. |
| Title | Posterior simulation and integration -- |
| Miscellaneous information | 11. |
| Title | Markov chain simulation -- |
| Miscellaneous information | 12. |
| Title | Models for robust inference and sensitivity analysis -- |
| Miscellaneous information | 13. |
| Title | Hierarchical linear models -- |
| Miscellaneous information | 14. |
| Title | Generalized linear models -- |
| Miscellaneous information | 15. |
| Title | Multivariate models -- |
| Miscellaneous information | 16. |
| Title | Mixture models -- |
| Miscellaneous information | 17. |
| Title | Models for missing data -- |
| Miscellaneous information | 18. |
| Title | Concluding advice -- |
| -- | A Standard probability distributions -- |
| -- | B Outline of proofs of asymptotic theorems. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Bayesian Data Analysis is a comprehensive treatment of the statistical analysis of data from a Bayesian perspective. Modern computational tools are emphasized, and inferences are typically obtained using computer simulations. |
| 520 8# - SUMMARY, ETC. | |
| Summary, etc. | The principles of Bayesian analysis are described with an emphasis on practical rather than theoretical issues, and illustrated using actual data. A variety of models are considered, including linear regression, hierarchical (random effects) models, robust models, generalized linear models and mixture models. |
| 520 8# - SUMMARY, ETC. | |
| Summary, etc. | Two important and unique features of this text are thorough discussions of the methods for checking Bayesian models and the role of the design of data collection in influencing Bayesian statistical analysis. Issues of data collection, model formulation, computation, model checking and sensitivity analysis are all considered. The student or practising statistician will find that there is guidance on all aspects of Bayesian data analysis. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Bayesian statistical decision theory. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical statistics. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Gelman, Andrew. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Texts in statistical science. |
| 900 ## - EQUIVALENCE OR CROSS-REFERENCE-PERSONAL NAME [LOCAL, CANADA] | |
| Numeration | TOC |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Books |
| Price effective from | Date last seen | Permanent Location | Not for loan | Date acquired | Source of classification or shelving scheme | Koha item type | Lost status | Withdrawn status | Copy number | Source of acquisition | Collection code | Damaged status | Shelving location | Barcode | Current Location | Full call number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-09-07 | 2014-09-07 | Dhaka University Science Library | 1997-05-12 | Books | 2 | Purchase | Non Fiction | General Stacks | 362830 | Dhaka University Science Library | 519.2 BAY | |||||
| 2014-09-07 | 2014-09-07 | Dhaka University Science Library | 1997-05-12 | Books | 1 | Purchase | Non Fiction | General Stacks | 362829 | Dhaka University Science Library | 519.2 BAY |