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Bayesian essentials with R / (Record no. 415824)

000 -LEADER
fixed length control field 02095cam a22003015i 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20140709113213.0
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 ## - ISBN | অাই এস বি এন
ISBN | অাই এস বি এন 1461486866
020 ## - ISBN | অাই এস বি এন
ISBN | অাই এস বি এন 9781461486862
040 ## - CATALOGING SOURCE
Original cataloging agency
Language of cataloging eng
Transcribing agency YDXCP
082 ## - DDC | ডিউই
Classification number | বর্গসংখ্যা 000SA.161
Book Number | গ্রন্থাঙ্ক M337
100 1# - MAIN ENTRY--PERSONAL NAME | মুখ্য সংলেখ - ব্যাক্তিনাম
Personal name | ব্যাক্তিনাম Marin, Jean-Michel,
245 10 - TITLE STATEMENT | অাখ্যা বিবরণী
Title | অাখ্যা Bayesian essentials with R /
Statement of responsibility | লেখকের দায়িত্বের বিবরণ Jean-Michel Marin, Christian P. Robert.
250 ## - EDITION STATEMENT | সংস্করণ ক্ষেত্র
Edition statement | সংস্করণ Second edition.
300 ## - PHYSICAL DESCRIPTION |
Page / Vol. No | পৃষ্ঠা / খন্ড সংখ্যা xiv, 296 pages :
Other physical details | অনান্য বাহ্যিক বিবরণ illustrations (some color) ;
490 1# - SERIES STATEMENT
Series statement Springer Texts in Statistics,
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (pages 287-290) and index.
505 0# - CONTENTS NOTE | সূচীসংক্রান্ত টীকা
Contents note | সূচীসংক্রান্ত টীকা 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.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | বিষয় শিরোনাম - মূল বিষয়
Topical term | মূল বিষয় Bayesian statistical decision theory.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | বিষয় শিরোনাম - মূল বিষয়
Topical term | মূল বিষয় R (Computer program language)
700 1# - ADDED ENTRY--PERSONAL NAME | অতিরিক্ত সংলেখ - ব্
Personal name | ব্যাক্তিনাম Robert, Christian P.,
Dates of Birth / Death | জন্ম / মৃত্যু সন 1961-,
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
a 0
b ibc
c pccadap
d 2
e ncip
f 20
g y-gencatlg
Holdings
Withdrawn status Lost status Source of classification Damaged status Not for loan Permanent Location Current Location Date acquired Total Checkouts Full call number Accession No. Date last seen Date checked out Koha item type
          ISI Library, Kolkata ISI Library, Kolkata 2014-07-09 1 000SA.161 M337 134962 2015-07-06 2015-07-03 Books
Library, Documentation and Information Science Division, Indian Statistical Institute, 203 B T Road, Kolkata 700108, INDIA
Phone no. 91-33-2575 2100, Fax no. 91-33-2578 1412, ksatpathy@isical.ac.in


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