Statistical and Inductive Inference by Minimum Message Length (English, C. S. Wallace)
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Book Details
Publisher
Springer
Language
English
ISBN-13
9780387237954
ISBN-10
038723795X
Author
C. S. Wallace
About the Book
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 t…
ISBN: 9780387237954
ISBN-13: 9780387237954
ISBN-10: 038723795X
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Product ID: isbn-9780387237954
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