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Information Measures

Name: Information Measures
Brand: Springer, Berlin
SKU: 9783540416333
Price: 146.15 EUR
Availability: InStock

Information and its Description in Science and Engineering

Autor: C. Arndt

Jazyk:

Väzba: Pevná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-13 dní

146.15 €

This book is an introduction to the mathematical description of information in science and engineeri...

Informácie o knihe

Autor

C. Arndt

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2001

Stránok

548

EAN

9783540416333

ISBN

3540416331

Enbook ID

01563271

Vydavateľ

Springer, Berlin

Hmotnosť

975

Rozmery

155 x 235 x 31

Kompletný popis

This book is an introduction to the mathematical description of information in science and engineering. The necessary mathematical theory will be treated in a more vivid way than in the usual theorem-proof structure. This enables the reader to develop an idea of the connections between different information measures and to understand the trains of thought 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 information, 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 neurons; and Cramer-Rao bound or Fisher information, describing the minimal variances achieved by unbiased estimators. This softcover edition addresses researchers and students in electrical engineering, particularly in control and communications, physics, and applied mathematics.

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Information Measures

Information and its Description in Science and Engineering

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