St. Thomas College Library

Bayesian data analysis / (Record no. 87619)

000 -LEADER
fixed length control field 02693cam a2200349 i 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260717135754.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 130930s2014 flua b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781439840955
040 ## - CATALOGING SOURCE
Transcribing agency STCPL
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title English
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.542
Item number AND-B
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Gelman, Andrew
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Carlin, John B.
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Stern, Hal S.
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Dunson, David B.
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Vehtari, Aki
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Rubin, Donald B.
245 10 - TITLE STATEMENT
Title Bayesian data analysis /
Statement of responsibility, etc. by Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, Donald B. Rubin.
250 ## - EDITION STATEMENT
Edition statement 3rd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Boca Raton :
Name of publisher, distributor, etc. CRC Press, Taylor & Francis Group,
Date of publication, distribution, etc. 2026.
300 ## - PHYSICAL DESCRIPTION
Extent xiv, 667 p.
Other physical details Paper Back
490 0# - SERIES STATEMENT
Series statement Texts in statistical science
520 ## - SUMMARY, ETC.
Summary, etc. "Preface:- This book is intended to have three roles and to serve three associated audiences: an introductory text on Bayesian inference starting from first principles, a graduate text on effective current approaches to Bayesian modeling and computation in statistics and related fields, and a handbook of Bayesian methods in applied statistics for general users of and researchers in applied statistics. Although introductory in its early sections, the book is definitely not elementary in the sense of a first text in statistics. The mathematics used in our book is basic probability and statistics, elementary calculus, and linear algebra. A review of probability notation is given in Chapter 1 along with a more detailed list of topics assumed to have been studied. The practical orientation of the book means that the reader's previous experience in probability, statistics, and linear algebra should ideally have included strong computational components. To write an introductory text alone would leave many readers with only a taste of the conceptual elements but no guidance for venturing into genuine practical applications, beyond those where Bayesian methods agree essentially with standard non-Bayesian analyses. On the other hand, we feel it would be a mistake to present the advanced methods without first introducing the basic concepts from our data-analytic perspective. Furthermore, due to the nature of applied statistics, a text on current Bayesian methodology would be incomplete without a variety of worked examples drawn from real applications. To avoid cluttering the main narrative, there are bibliographic notes at the end of each chapter and references at the end of the book"--
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Mathematics
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Statistics
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Probability & Statistics
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Bayesian statistical decision theory
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Collection code Not for loan Home library Current library Shelving location Date acquired Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification   Statistics   ST. THOMAS COLLEGE LIBRARY, PALAI ST. THOMAS COLLEGE LIBRARY, PALAI Statistics 2026-07-17 3995.00   519.542 AND-B 93394 2026-07-17 2026-07-17 Books
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