Statistical and Inductive Inference by Minimum Message Length

Language: English

Published by Springer, Springer Dez 2010, 2010

1441920153 / 9781441920157

Series: Book 3 of 19 - Information Science and Statistics

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This item is printed on demand - Print on Demand Titel. Neuware -Since 1965, Prof. Wallace and others have been developing an approach tostatistical estimation, hypothesis testing, model selection and their applications in the Artificial Intelligence field of Machine Learning. The approach is based on Information Theory, using concepts from classical Shannon theory and more recent work on Algorithmic Complexity. The new approach has come to be called the Minimum Message Length principle, since it is based on the idea of constructing a message which concisely encodes the available data. Although a range of journal and conference papers has been published on the principle and its application, and several computer programs applying it have been shown to perform well and have been fairly widely used, there is no text providing a thorough treatment of the principle or giving general guidance for its application.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 448 pp. Englisch.

Seller Inventory # 9781441920157

Title
Statistical and Inductive Inference by Minimum Message Length
Author
C. S. Wallace
Publisher
Springer, Springer Dez 2010
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1441920153
ISBN 13
9781441920157
Item weight
674 grams
Dimensions
235x155x25 mm
Series
Book 3 of 19: Information Science and Statistics

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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AbeBooks seller since January 23, 2017

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