Information and Complexity in Statistical Modeling

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The main theme in this book is to teach 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 prerequisites include basic probability calculus and statistics.

Information and Complexity in Statistical Modeling 2010, Springer

ISBN-13: 9781441922670

Trade paperback

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Information and Complexity in Statistical Modeling 2007, Springer, New York, NY

ISBN-13: 9780387366104

Hardcover

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