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Paperback Information and Complexity in Statistical Modeling Book

ISBN: 1441922679

ISBN13: 9781441922670

Information and Complexity in Statistical Modeling

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Format: Paperback

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Book Overview

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 modeling...

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