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Information And Complexity In Statistical Modeling 1st Edition Jorma Rissanen

  • SKU: BELL-1291148
Information And Complexity In Statistical Modeling 1st Edition Jorma Rissanen
$ 31.00 $ 45.00 (-31%)

4.1

80 reviews

Information And Complexity In Statistical Modeling 1st Edition Jorma Rissanen instant download after payment.

Publisher: Springer
File Extension: PDF
File size: 6.03 MB
Pages: 145
Author: Jorma Rissanen
ISBN: 9781441922670, 1441922679
Language: English
Year: 2010
Edition: 1st Edition.

Product desciption

Information And Complexity In Statistical Modeling 1st Edition Jorma Rissanen by Jorma Rissanen 9781441922670, 1441922679 instant download after payment.

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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