عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
3642517463
(Number (ISBN
9783642517464
NATIONAL BIBLIOGRAPHY NUMBER
Number
b569671
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
A mathematical theory of arguments for statistical evidence
General Material Designation
[Book]
First Statement of Responsibility
Paul-André Monney.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Heidelberg ; New York
Name of Publisher, Distributor, etc.
Physica-Verlag
Date of Publication, Distribution, etc.
©2003.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
(xiii, 154 pages) : illustrations
SERIES
Series Title
Contributions to statistics.
CONTENTS NOTE
Text of Note
The Theory of Generalized Functional Models --; The Plausibility and Likelihood Functions --; Hints on Continuous Frames and Gaussian Linear Systems --; Assumption-based Reasoning with Classical Regression Models --; Assumption-based Reasoning with General Gaussian Linear Systems --; Gaussian Hints as a Valuation System --; Local Propagation of Gaussian Hints; Application to the Kalman Filter --; References --; Index.
SUMMARY OR ABSTRACT
Text of Note
The subject of this book is the reasoning under uncertainty based on statistical evidence. The concepts are developed, explained and illustrated in the context of the mathematical theory of hints, which is a variant of the Dempster-Shafer theory of evidence. In the first two chapters, the theory of generalized functional models for a discrete parameter is developed, which leads to a general notion of weight of evidence. The second part of the book is dedicated to the study of special linear functional models called Gaussian linear systems. Finally, it is shown that the celebrated Kalman filter can easily be derived by local propagation of Gaussian hints in a Markov tree.
TOPICAL NAME USED AS SUBJECT
Evidence.
Mathematical statistics.
Probabilities.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Paul-André Monney.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Paul-André Monney
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
