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Information and Complexity in Statistical Modeling 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Rissanen, Jorma 作者

Springer Verlag

译者

2007-1 出版日期

150 页数

$ 101.69 价格

HRD

丛书系列

9780387366104 图书编码

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Information and Complexity in Statistical Modeling 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Information and Complexity in Statistical Modeling 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

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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.

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