AI SearchBayesian nonparametrics / (Record no. 104017)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01808cam a2200229 a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 090911s2010 enka b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780521513463 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0521513464 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | SDU |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA278.8 |
| Item number | B357 2010 |
| 245 00 - TITLE STATEMENT | |
| Title | Bayesian nonparametrics / |
| Statement of responsibility, etc. | edited by Nils Lid Hjort ... [et al.]. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cambridge, UK ; |
| -- | New York : |
| Name of publisher, distributor, etc. | Cambridge University Press, |
| Date of publication, distribution, etc. | 2010. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 299 p. : |
| Other physical details | ill. |
| 490 1# - SERIES STATEMENT | |
| Series Statement | Cambridge series in statistical and probabilistic mathematics ; |
| Volume/sequential designation | 28 |
| 505 ## - Formatted Contents Note | |
| Formatted contents note | HKBU Library |
| 520 ## - SUMMARY | |
| Summary | "Bayesian nonparametrics works - theoretically, computationally. The theory provides highly flexible models whose complexity grows appropriately with the amount of data. Computational issues, though challenging, are no longer intractable. All that is needed is an entry point: this intelligent book is the perfect guide to what can seem a forbidding landscape. Tutorial chapters by Ghosal, Lijoi and Prünster, Teh and Jordan, and Dunson advance from theory, to basic models and hierarchical modeling, to applications and implementation, particularly in computer science and biostatistics. These are complemented by companion chapters by the editors and Griffin and Quintana, providing additional models, examining computational issues, identifying future growth areas, and giving links to related topics. This coherent text gives ready access both to underlying principles and to state-of-the-art practice. Specific examples are drawn from information retrieval, NLP, machine vision, computational biology, biostatistics, and bioinformatics"--Provided by publisher. |
| 650 #0 - SUBJECT | |
| Topical term | Nonparametric statistics. |
| 650 #0 - SUBJECT | |
| Topical term | Bayesian statistical decision theory. |
| 700 1# - PERSONAL NAME | |
| Personal name | Hjort, Nils Lid. |
| 900 ## - Accession Number | |
| Accession Number | = C.1 SDU |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | English Books |
| Source of classification or shelving scheme | Library of Congress Classification |
| 650 #0 - SUBJECT | |
| -- | 114573 |
| 700 1# - PERSONAL NAME | |
| -- | 193290 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Available for Loans | General Books | MATRIX Library | MATRIX Library | General Eng/FL.3 | 07/10/2025 | Donation | QA278.8 B357 2010 | 1000385016 | 07/10/2025 | C.1 | 07/10/2025 | English Books |