Bayesian essentials with R / (Record no. 6295)

MARC details
000 -LEADER
fixed length control field 03114cam a22004937i 4500
001 - CONTROL NUMBER
control field 17884899
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20210930200147.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 130913s2014 nyua b 001 0 eng c
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2013950378
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781461486862 (hbk)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1461486866 (hbk)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 1461486874 (ebk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9781461486879 (ebk.)
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)ocn859186504
040 ## - CATALOGING SOURCE
Original cataloging agency YDXCP
Language of cataloging eng
Transcribing agency YDXCP
Description conventions rda
Modifying agency BTCTA
-- CDX
-- DGU
-- IXA
-- MNW
-- DLC
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA279.5
Item number .M358 2014
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Marin, Jean-Michel,
Relator term author.
245 10 - TITLE STATEMENT
Title Bayesian essentials with R /
Statement of responsibility, etc. Jean-Michel Marin, Christian P. Robert.
250 ## - EDITION STATEMENT
Edition statement Second edition.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture New York :
Name of producer, publisher, distributor, manufacturer Springer,
Date of production, publication, distribution, manufacture, or copyright notice [2014]
300 ## - PHYSICAL DESCRIPTION
Extent xiv, 296 pages :
Other physical details illustrations (some color) ;
Dimensions 24 cm.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term unmediated
Media type code n
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term volume
Carrier type code nc
Source rdacarrier
490 1# - SERIES STATEMENT
Series statement Springer Texts in Statistics,
International Standard Serial Number 1431-875X
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references (pages 287-290) and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note User's manual -- Normal models -- Regression and variable selection -- Generalized linear models -- Capture-recapture experiments -- Mixture models -- Time series -- Image analysis.
520 ## - SUMMARY, ETC.
Summary, etc. This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and backed up by real datasets and an all-inclusive R (CRAN) package called bayess, the book provides an operational methodology for conducting Bayesian inference, rather than focusing on its theoretical and philosophical justifications. Readers are empowered to participate in the real-life data analysis situations depicted here from the beginning. The stakes are high and the reader determines the outcome. Special attention is paid to the derivation of prior distributions in each case and specific reference solutions are given for each of the models. Similarly, computational details are worked out to lead the reader towards an effective programming of the methods given in the book. In particular, all R codes are discussed with enough detail to make them readily understandable and expandable.
530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE
Additional physical form available note Also available online.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Bayesian statistical decision theory.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element R (Computer program language)
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Robert, Christian P.,
Dates associated with a name 1961-,
Relator term author.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Available online as:
Main entry heading Marin, Jean-Michel.
Title Bayesian essentials with R.
Edition Second edition.
Place, publisher, and date of publication New York : Springer, 2014
International Standard Book Number 9781461486879
Record control number (OCoLC)864180801
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Springer texts in statistics.
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials specified Contributor biographical information
Uniform Resource Identifier <a href="http://www.loc.gov/catdir/enhancements/fy1410/2013950378-b.html">http://www.loc.gov/catdir/enhancements/fy1410/2013950378-b.html</a>
856 41 - ELECTRONIC LOCATION AND ACCESS
Materials specified Table of contents only
Uniform Resource Identifier <a href="http://www.loc.gov/catdir/enhancements/fy1410/2013950378-t.html">http://www.loc.gov/catdir/enhancements/fy1410/2013950378-t.html</a>
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials specified Publisher description
Uniform Resource Identifier <a href="http://www.loc.gov/catdir/enhancements/fy1410/2013950378-d.html">http://www.loc.gov/catdir/enhancements/fy1410/2013950378-d.html</a>
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
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942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Library of Congress Classification     Kwara State University Library Kwara State University Library   2018-07-10   QA279.5.M37 2014 013765 2018-07-10 2018-07-10 Books