Fundamentals of nonparametric Bayesian inference (Record no. 36747)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02158 a2200265 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | NISER |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260113114956.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260113b |||||||| |||| 00| 0 hin d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780521878265 |
| Qualifying information | Hardback |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | NISER LIBRARY |
| Language of cataloging | eng |
| Transcribing agency | NISER LIBRARY |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.234 |
| Item number | GHO-F |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Ghosal, Subhashis |
| 245 10 - TITLE STATEMENT | |
| Title | Fundamentals of nonparametric Bayesian inference |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | New York : |
| Name of publisher, distributor, etc. | Cambridge University Press, |
| Date of publication, distribution, etc. | 2017. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxiv, 646 pages ; |
| Dimensions | 27 cm. |
| 490 ## - SERIES STATEMENT | |
| Series statement | Cambridge series in statistical and probabilistic mathematics ; |
| Volume/sequential designation | 44 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references (pages 623-637) and indexes. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Explosive growth in computing power has made Bayesian methods for infinite-dimensional models - Bayesian nonparametrics - a nearly universal framework for inference, finding practical use in numerous subject areas. Written by leading researchers, this authoritative text draws on theoretical advances of the past twenty years to synthesize all aspects of Bayesian nonparametrics, from prior construction to computation and large sample behavior of posteriors. Because understanding the behavior of posteriors is critical to selecting priors that work, the large sample theory is developed systematically, illustrated by various examples of model and prior combinations. Precise sufficient conditions are given, with complete proofs, that ensure desirable posterior properties and behavior. Each chapter ends with historical notes and numerous exercises to deepen and consolidate the reader's understanding, making the book valuable for both graduate students and researchers in statistics and machine learning, as well as in application areas such as econometrics and biostatistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Nonparametric statistics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Bayesian statistical decision theory |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vaart, Aad van der |
| 856 41 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Table of contents |
| Uniform Resource Identifier | <a href="https://toc.library.ethz.ch/objects/pdf03/z01_978-0-521-87826-5_01.pdf">https://toc.library.ethz.ch/objects/pdf03/z01_978-0-521-87826-5_01.pdf</a> |
| 856 41 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Reviews |
| Uniform Resource Identifier | <a href="https://www.goodreads.com/book/show/35485670-fundamentals-of-nonparametric-bayesian-inference?ref=nav_sb_ss_1_13#CommunityReviews">https://www.goodreads.com/book/show/35485670-fundamentals-of-nonparametric-bayesian-inference?ref=nav_sb_ss_1_13#CommunityReviews</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Universal Decimal Classification |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Universal Decimal Classification | NISER LIBRARY | NISER LIBRARY | 09/01/2026 | 20 | 7456.26 | 519.234 GHO-F | 26347 | 12/01/2026 | 9941.68 | 09/01/2026 | Book |
