MARC details
000 -LEADER |
fixed length control field |
02009nam a22002657a 4500 |
001 - CONTROL NUMBER |
control field |
sulbI001818 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
BD-SySUS |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20160629121106.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
160629s2014 enka b 001 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781107035904 (hardback) |
|
International Standard Book Number |
1107035902 (hardback) |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
OU/DLC |
Language of cataloging |
eng |
Transcribing agency |
OU |
Description conventions |
rda |
Modifying agency |
DLC |
-- |
BD-SySUS |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
519.542 |
Edition number |
23 |
Item number |
LIB |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Linden, Wolfgang von der, |
Relator term |
author. |
9 (RLIN) |
28240 |
245 10 - TITLE STATEMENT |
Title |
Bayesian probability theory : |
Remainder of title |
applications in the physical sciences / |
Statement of responsibility, etc. |
Wolfgang von der Linden, Graz University of Technology, Institute for Theoretical and Computational Physics, Graz, Austria, Volker Dose, Max Planck Institute for Plasma Physics, Garching, Germany, Udo von Toussaint, Max Planck Institute for Plasma Physics, Garching, Germany. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc. |
Cambridge, United Kingdom : |
Name of publisher, distributor, etc. |
Cambridge University Press, |
Date of publication, distribution, etc. |
c2014. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xiii, 637 pages : |
Other physical details |
illustrations ; |
Dimensions |
26 cm |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc |
Includes bibliographical references (pages 620-630) and index. |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
The meaning of probability -- Basic definitions -- Bayesian inference -- Combinatrics -- Random walks -- Limit theorems -- Continuous distributions -- The central limit theorem -- Poisson processes and waiting times -- Transformation invariance -- Maximum entropy -- Qualified maximum entropy -- Global smoothness -- Bayesian parameter estimation -- Frequentist parameter estimation -- The Cramer-Rao inequality -- The Bayesian way -- The frequentist way -- Sampling distributions -- Bayesian vs frequentist hypothesis tests -- Regression -- Inconsistent data -- Unrecognized signal contributions -- Change point problems -- Function estimation -- Integral equations -- Model selection -- Bayesian experimental design -- Numerical integration -- Monte Carlo methods -- Nested sampling. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Probabilities. |
9 (RLIN) |
11074 |
|
Topical term or geographic name as entry element |
Bayesian statistical decision theory. |
9 (RLIN) |
28215 |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Dose, Volker, |
Relator term |
author. |
9 (RLIN) |
28241 |
|
Personal name |
Toussaint, Udo von, |
Relator term |
author. |
9 (RLIN) |
28242 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Dewey Decimal Classification |
Koha item type |
Books |