A First Course in Bayesian Statistical Methods / (Record no. 4087)

MARC details
000 -LEADER
fixed length control field 01113cam a22002297a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220307221615.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 090521s2009 enka b 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781441928283
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.2
Item number HOF/F
100 1# - MAIN ENTRY--AUTHOR NAME
Personal name Hoff, Peter D.
245 12 - TITLE STATEMENT
Title A First Course in Bayesian Statistical Methods /
Statement of responsibility, etc Peter D. Hoff.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication London ;
-- New York :
Name of publisher Springer,
Year of publication c2009.
300 ## - PHYSICAL DESCRIPTION
Number of Pages ix, 270 p. :
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction and examples -- belief, probability and exchangeability -- One-parameter models -- Monte Carlo approximation -- the normal model -- Posterior approximation with the Gibbs sampler -- the multivariate normal model -- Group comparisons and hierarchical modeling -- Linear regression -- Nonconjugate priors and Metropolis-Hastings algorithms -- Linear and generalized linear mixed effects models -- Latent variable methods for ordinal data.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Bayesian statistical decision theory.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Social sciences
General subdivision Statistical methods.
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Statistique bayésienne.
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Methode van Bayes.
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Bayes-Verfahren.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Holdings
Withdrawn status Lost status Damaged status Collection code Home library Current library Shelving location Date acquired Purchase Price Bill number Full call number Accession Number Print Price Bill Date/Price effective from Koha item type Source of acquisition
      Mathematics Indian Institute of Technology Tirupati Indian Institute of Technology Tirupati Reference 07/03/2022 2540.00 IN30327/21-22 REF 519.2 HofF 08133 4262.00 17/02/2022 Reference  
      Mathematics Indian Institute of Technology Tirupati Indian Institute of Technology Tirupati General Stacks 07/03/2022 2540.00 IN30327/21-22 519.2 HOF/F 08134 4262.00 17/02/2022 Books