Bayesian statistics (Record no. 77346)

MARC details
000 -LEADER
fixed length control field 02511cam a2200253 a 4500
001 - CONTROL NUMBER
control field 0000061121
003 - CONTROL NUMBER IDENTIFIER
control field 0001
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 120228s2012 nju b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781118332573 (pbk.)
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Transcribing agency DLC
Modifying agency DLC
042 ## - AUTHENTICATION CODE
Authentication code pcc
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5 42
Edition number 23
084 ## - OTHER CLASSIFICATION NUMBER
Classification number 519.542
Item number LEE-B
Number source bisacsh
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Lee, Peter M.
245 10 - TITLE STATEMENT
Title Bayesian statistics
Medium [Book] :
Remainder of title an introduction /
Statement of responsibility, etc. Peter M. Lee.
250 ## - EDITION STATEMENT
Edition statement 4th ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Chichester, West Sussex ;
-- Hoboken, N.J. :,
Date of publication, distribution, etc. 2012.
300 ## - PHYSICAL DESCRIPTION
Extent xxiii, 462 p. ;
Dimensions 23 cm.
520 ## - SUMMARY, ETC.
Summary, etc. "- Presents extensive examples throughout the book to complement the theory presented.Includes significant new material on recent techniques such as variational methods, importance sampling, approximate computation and reversible jump MCMC"-- This new fourth edition looks at recent techniques such as variational methods, Bayesian importance sampling, approximate Bayesian computation and Reversible Jump Markov Chain Monte Carlo (RJMCMC), providing a concise account of the way in which the Bayesian approach to statistics develops as well as how it contrasts with the conventional approach. The theory is built up step by step, and important notions such as sufficiency are brought out of a discussion of the salient features of specific examples. This edition:Includes expanded coverage of Gibbs sampling, including more numerical examples and treatments of OpenBUGS, R2WinBUGS and R2OpenBUGS. Presents significant new material on recent techniques such as Bayesian importance sampling, variational Bayes, Approximate Bayesian Computation (ABC) and Reversible Jump Markov Chain Monte Carlo (RJMCMC). Provides extensive examples throughout the book to complement the theory presented. Accompanied by a supporting website featuring new material and solutions. More and more students are realizing that they need to learn Bayesian statistics to meet their academic and professional goals. This book is best suited for use as a main text in courses on Bayesian statistics for third and fourth year undergraduates and postgraduate students.
Assigning source Provided by publisher.
521 ## - TARGET AUDIENCE NOTE
Target audience note All.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Bayesian statistical decision theory.
Topical term or geographic name entry element MATHEMATICS / Probability & Statistics / Bayesian Analysis.
Source of heading or term bisacsh.
852 ## - LOCATION
Piece designation 44295
-- 5524.32
Classification part 519.542 LEE-B
-- Multi-Line Books Lahore CUI Lahore
Sublocation or collection Ground Floor
Former shelving location Books
Copy number 1
Piece physical condition 1-New
Location JZL-CUI
Holdings
Date last seen Total checkouts Full call number Shelving location Price effective from Koha item type Lost status Damaged status Not for loan Withdrawn status Home library Barcode Current library Date acquired
09/12/2023   519.542 LEE-B Ground Floor 09/12/2023 Books         Junaid Zaidi Library, COMSATS University Islamabad 44295 Junaid Zaidi Library, COMSATS University Islamabad 09/12/2023