Information and Complexity in Statistical Modeling 2025 pdf epub mobi 电子书

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发表于2025-04-05

Information and Complexity in Statistical Modeling 2025 pdf epub mobi 电子书

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出版者:Springer Verlag

作者:Rissanen, Jorma

出品人:

页数:150

译者:

出版时间:2007-1

价格:$ 101.69

装帧:HRD

isbn号码:9780387366104

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Information and Complexity in Statistical Modeling 2025 pdf epub mobi 电子书图书描述

No statistical model is "true" or "false," "right" or "wrong"; the models just have varying performance, which can be assessed. 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 intuitive and fundamental concepts of complexity, learnable information, and noise are formalized, which provides a firm information theoretic foundation for statistical modeling. Although the prerequisites include only basic probability calculus and statistics, a moderate level of mathematical proficiency would be beneficial.

Information and Complexity in Statistical Modeling 2025 pdf epub mobi 电子书

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