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Networks and Chaos: Statistical and Probabilistic Aspects


Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability Volume: 50

Edited By: OE Barndorff-Nielson, JL Jensen and WS Kendal

Chapman & Hall (CRC Press)

Paperback | Dec 1993 | #58476 | ISBN: 0412465302
Availability: Usually dispatched within 6 days Details
NHBS Price: £79.99 $108/€90 approx

About this book

This volume consists of a collection of tutorial papers, by leading experts, on statistical and probabilistic aspects of chaos and networks, in particular neural networks. While written for the non-expert, they are intended to bring the reader up to the forefront of knowledge and research in the subject areas concerned. The papers, which contain extensive references to the literature, can separately or in various combinations serve as bases for short or full length courses, at graduate or more advanced levels. The papers are directed not only at mathematical statisticians but also to students and researchers in the related field of biology, engineering, geology, physics and probability. This book should be of interest to researchers in statistics, computer science and mathematics.


Mathematical methods of neurocomputing - S Amari; Statistical aspects of neural networks - B D Ripley; Statistical aspects of chaos: a review - V Isham. Chaotic dynamical systems with a view towards statistics - a review - J L Jensen; A tutorial of queueing networks - S Asmussen; River networks: a brief guide to the literature, for statisticians and probabilists - O E Barndorff-Nielsen; Random graphical networks - G Grimmett.

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