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portada information measures (in English)
Type
Physical Book
Author
Language
English
Pages
547
ISBN
3540416331
ISBN13
9783540416333

information measures (in English)

Arndt (Author) · springer publishing map · Physical Book

information measures (in English) - arndt

Physical Book

$ 161.04

$ 169.99

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  • Condition: New
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Synopsis "information measures (in English)"

this book is an introduction to the mathematical description of information in science and engineering. the necessary ma- thematical theory will be treated in a more vivid way than in the usual theoretical proof structure. this enables the reader to develop an idea of the connections between diffe- rent information measures and to understand the trains of thoughts in their derivation. as there exist a great number of different possible ways to describe information, these measures are presented in a coherent manner. some examples of the information measures examined are: shannon informati- on, applied in coding theory; akaike information criterion, used in system identification to determine auto-regressive models and in neural networks to identify the number of neu- rons; and cramer-rao bound or fisher information, describing the minimal variances achieved by unbiased estimators.

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