عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
Qualification
(eISBN)
(Number (ISBN
9789811284915
NATIONAL BIBLIOGRAPHY NUMBER
Number
E4563
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Objective Bayesian inference
General Material Designation
[electronic resources: book]
First Statement of Responsibility
James O. Berger, Jose M. Bernardo, Dongchu Sun.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Hackensack, NJ
Name of Publisher, Distributor, etc.
World Scientific
Date of Publication, Distribution, etc.
2024.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource.
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages 293-347) and index.
SUMMARY OR ABSTRACT
Text of Note
"Bayesian analysis is today understood to be an extremely powerful method of statistical analysis, as well an approach to statistics that is particularly transparent and intuitive. It is thus being extensively and increasingly utilized in virtually every area of science and society that involves analysis of data. A widespread misconception is that Bayesian analysis is a more subjective theory of statistical inference than what is now called classical statistics. This is true neither historically nor in practice. Indeed, objective Bayesian analysis dominated the statistical landscape from roughly 1780 to 1930, long before 'classical' statistics or subjective Bayesian analysis were developed. It has been a subject of intense interest to a multitude of statisticians, mathematicians, philosophers, and scientists. The book, while primarily focusing on the latest and most prominent objective Bayesian methodology, does present much of this fascinating history. The book is written for four different audiences. First, it provides an introduction to objective Bayesian inference for non-statisticians; no previous exposure to Bayesian analysis is needed. Second, the book provides an overview of the development and current state of objective Bayesian analysis and its relationship to other statistical approaches, for those with interest in the philosophy of learning from data. Third, the book presents a careful development of the particular objective Bayesian approach that we recommend, the reference prior approach. Finally, the book presents as much practical objective Bayesian methodology as possible for statisticians and scientists primarily interested in practical applications"--
TYPE OF ELECTRONIC RESOURCE NOTE
Text of Note
PDF file.
TOPICAL NAME USED AS SUBJECT
Entry Element
Bayesian statistical decision theory.
DEWEY DECIMAL CLASSIFICATION
Edition
23/eng/20240223
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Berger, James O.,
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Bernardo, J. M.,
Sun, Dongchu,
ORIGINATING SOURCE
Country
Iran
Agency
University of Tehran. Library of College of Science
Date of Transaction
20240725094714.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Date and Hour of Consultation and Access
UT_SCI_BL_DB_1004985_0001.pdf
e
BL
278840
a
Y
