عنوان
پدید آورنده
موضوع
رده
QA279.5 .S766 2013
QA279
.
5
.
S766
2013
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
0956372848
(Number (ISBN
9780956372840
NATIONAL BIBLIOGRAPHY NUMBER
Number
dltt
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Bayes' rule :
General Material Designation
[Book]
Other Title Information
a tutorial introduction to Bayesian analysis /
First Statement of Responsibility
James V Stone.
EDITION STATEMENT
Edition Statement
First Edition.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
170 pages :
Other Physical Details
illustrations ;
Dimensions
23 cm
GENERAL NOTES
Text of Note
"A tutorial introduction book"--Page 4 of cover.
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages 165-167) and index.
CONTENTS NOTE
Text of Note
An introduction to Bayes' rule -- Bayes' rule in pictures -- Discrete parameter values -- Continuous parameter values -- Gaussian parameter estimation -- A bird's eye view of Bayes' rule -- Bayesian wars -- Appendices. A. Glossary ; B. Mathematical symbols ; C. The rules of probability ; D. Probability density functions ; E. The binomial distribution ; F. The Gaussian distribution ; G. Least-squares estimation ; H. Reference priors ; I. MatLab code.
0
SUMMARY OR ABSTRACT
Text of Note
"Discovered by an 18th century mathematician and preacher, Bayes' rule is a cornerstone of modern probability theory. In this richly illustrated book, a range of accessible examples is used to show how Bayes' rule is actually a natural consequence of commonsense reasoning. Bayes' rule is derived using intuitive graphical representations of probability, and Bayesian analysis is applied to parameter estimation using the MatLab and online Python programs provided. The tutorial style of writing, combined with a comprehensive glossary, makes this an ideal primer for the novice who wishes to become familiar with the basic principles of Bayesian analysis."--Publisher's description.
TOPICAL NAME USED AS SUBJECT
Bayesian statistical decision theory.
DEWEY DECIMAL CLASSIFICATION
Number
519
.
5
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA279
.
5
Book number
.
S766
2013
PERSONAL NAME - PRIMARY RESPONSIBILITY
Stone, James V.,Dr.
ORIGINATING SOURCE
Date of Transaction
20160406215435.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
