MARC details
| 000 -LEADER |
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| fixed length control field |
05863cam a2200697Ia 4500 |
| 001 - CONTROL NUMBER |
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ocn826443506 |
| 003 - CONTROL NUMBER IDENTIFIER |
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OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20240925133843.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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m d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr cnu---unuuu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
120912s2013 enka fob 000 0 eng d |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
CDX |
| Language of cataloging |
eng |
| Description conventions |
pn |
| Transcribing agency |
CDX |
| Modifying agency |
OCLCO |
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N$T |
| -- |
IDEBK |
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YDXCP |
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E7B |
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STF |
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OKU |
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CUS |
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OCLCQ |
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UPM |
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OCLCF |
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OCLCQ |
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OCLCO |
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COO |
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EBLCP |
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OCLCQ |
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UKOUP |
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OCLCQ |
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DEBBG |
| 019 ## - |
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| -- |
922972076 |
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992884903 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780191647000 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
0191647004 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780199695607 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
0199695601 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Canceled/invalid ISBN |
9781283950404 |
| Qualifying information |
(MyiLibrary) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Canceled/invalid ISBN |
1283950405 |
| Qualifying information |
(MyiLibrary) |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
522001 |
| -- |
(N$T) |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(OCoLC)826443506 |
| Canceled/invalid control number |
(OCoLC)922972076 |
| -- |
(OCoLC)992884903 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA279.5 |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
MAT |
| Source |
eflch |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
MAT |
| Subject category code subdivision |
029010 |
| Source |
bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.5/42 |
| Edition number |
23 |
| 049 ## - LOCAL HOLDINGS (OCLC) |
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| Holding library |
MAIN |
| 245 00 - TITLE STATEMENT |
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| Title |
Bayesian theory and applications / |
| Statement of responsibility, etc. |
edited by Paul Damien, Petros Dellaportas, Nicholas G. Polson, & David A. Stephens. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc. |
Oxford : |
| Name of publisher, distributor, etc. |
Oxford University Press, |
| Date of publication, distribution, etc. |
2013. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (xi, 702 pages) : |
| Other physical details |
illustrations |
| 336 ## - CONTENT TYPE |
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| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 520 8# - SUMMARY, ETC. |
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| Summary, etc. |
This volume guides the reader along a statistical journey that begins with the basic structure of Bayesian theory, and then provides details on most of the past and present advances in this field. |
| 588 0# - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Print version record. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
""Cover""; ""Contents""; ""Contributors""; ""Introduction""; ""Part I: Exchangeability""; ""1 Observables and models: exchangeability and the inductive argument""; ""2 Exchangeability and its ramifications""; ""Part II: Hierarchical Models""; ""3 Hierarchical modelling""; ""4 Bayesian hierarchical kernel machines for nonlinear regression and classification""; ""5 Flexible Bayesian modelling for clustered categorical responses in developmental toxicology""; ""Part III: Markov Chain Monte Carlo""; ""6 Markov chain Monte Carlo methods""; ""7 Advances in Markov chain Monte Carlo"" |
| 505 8# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
""Part IV: Dynamic Models""""8 Bayesian dynamic modelling""; ""9 Hierarchical modelling in time series: the factor analytic approach""; ""10 Dynamic and spatial modelling of block maxima extremes""; ""Part V: Sequential Monte Carlo""; ""11 Online Bayesian learning in dynamic models: an illustrative introduction to particle methods""; ""12 Semi-supervised classification of texts using particle learning for probabilistic automata""; ""Part VI: Nonparametrics""; ""13 Bayesian nonparametrics""; ""14 Geometric weight priors and their applications"" |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
""15 Revisiting Bayesian curve fitting using multivariate normal mixtures""""Part VII: Spline Models and Copulas""; ""16 Applications of Bayesian smoothing splines""; ""17 Bayesian approaches to copula modelling""; ""Part VIII: Model Elaboration and Prior Distributions""; ""18 Hypothesis testing and model uncertainty""; ""19 Proper and non-informative conjugate priors for exponential family models""; ""20 Bayesian model specification: heuristics and examples""; ""21 Case studies in Bayesian screening for time-varying model structure: the partition problem"" |
| 505 8# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
""Part IX: Regressions and Model Averaging""""22 Bayesian regression structure discovery""; ""23 Gibbs sampling for ordinary, robust and logistic regression with Laplace priors""; ""24 Bayesian model averaging in the M-open framework""; ""Part X: Finance and Actuarial Science""; ""25 Asset allocation in finance: a Bayesian perspective""; ""26 Markov chain Monte Carlo methods in corporate finance""; ""27 Actuarial credibility theory and Bayesian statistics�the story of a special evolution""; ""Part XI: Medicine and Biostatistics""; ""28 Bayesian models in biostatistics and medicine"" |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
""29 Subgroup analysis""""30 Surviving fully Bayesian nonparametric regression models""; ""Part XII: Inverse Problems and Applications""; ""31 Inverse problems""; ""32 Approximate marginalization over modelling errors and uncertainties in inverse problems""; ""33 Bayesian reconstruction of particle beam phase space""; ""Adrian Smith�s research supervision (PhD)""; ""Adrian Smith�s publications""; ""Index""; ""A""; ""B""; ""C""; ""D""; ""E""; ""F""; ""G""; ""H""; ""I""; ""J""; ""K""; ""L""; ""M""; ""N""; ""O""; ""P""; ""Q""; ""R""; ""S""; ""T""; ""U""; ""V""; ""W""; ""Z"" |
| 590 ## - LOCAL NOTE (RLIN) |
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| Local note |
Master record variable field(s) change: 650 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Bayesian statistical decision theory. |
| 9 (RLIN) |
960 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
MATHEMATICS |
| General subdivision |
Probability & Statistics |
| -- |
Bayesian Analysis. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
170034 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Bayesian statistical decision theory. |
| Source of heading or term |
fast |
| Authority record control number |
(OCoLC)fst00829019 |
| 9 (RLIN) |
960 |
| 655 #4 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 9 (RLIN) |
396 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Damien, Paul, |
| Dates associated with a name |
1960- |
| Relator term |
editor. |
| 9 (RLIN) |
670955 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Dellaportas, Petros, |
| Relator term |
editor. |
| 9 (RLIN) |
670956 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Polson, Nicholas G., |
| Dates associated with a name |
1963- |
| Relator term |
editor. |
| 9 (RLIN) |
670957 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Stephens, David A., |
| Relator term |
editor. |
| 9 (RLIN) |
670958 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| Title |
Bayesian theory and applications. |
| Edition |
First edition. |
| Place, publisher, and date of publication |
Oxford : Oxford University Press, 2013 |
| International Standard Book Number |
9780199695607 |
| Record control number |
(OCoLC)836808590 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
EBSCOhost |
| Uniform Resource Identifier |
<a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=522001">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=522001</a> |
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Coutts Information Services |
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COUT |
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24563163 |
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529.15 GBP |
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EBL - Ebook Library |
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EBLB |
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EBL3055034 |
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ebrary |
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EBRY |
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ebr10645149 |
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EBSCOhost |
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EBSC |
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522001 |
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ProQuest MyiLibrary Digital eBook Collection |
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IDEB |
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cis24563163 |
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Oxford University Press USA |
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OUPR |
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EDZ0000126792 |
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YBP Library Services |
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YANK |
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9975779 |
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YBP Library Services |
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YANK |
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10253351 |
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92 |
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N$T |