Information and Complexity in Statistical Modeling (English, Jorma Rissanen)
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Book Details
Publisher
Springer
Language
English
ISBN-13
9780387366104
ISBN-10
0387366105
Author
Jorma Rissanen
About the Book
This volume presents a different, yet logically unassailable, view of statistical modeling. It details a method of modeling based on the principle that the objective is to extract the information from data that can be learned with suggested classes of probability models. The intuitive and fundamental concepts of complexity, learnable information, and noise are formalized, which provides a firm information theoretic foundation for statistical mode…
ISBN: 9780387366104
ISBN-13: 9780387366104
ISBN-10: 0387366105
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Product ID: isbn-9780387366104
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