Foundations of Quantization for Probability Distributions (Paperback, 2000 ed.)

Due to the rapidly increasing need for methods of data compression, quantization has become a flourishing field in signal and image processing and information theory. The same techniques are also used in statistics (cluster analysis), pattern recognition, and operations research (optimal location of service centers). The book gives the first mathematically rigorous account of the fundamental theory underlying these applications. The emphasis is on the asymptotics of quantization errors for absolutely continuous and special classes of singular probabilities (surface measures, self-similar measures) presenting some new results for the first time. Written for researchers and graduate students in probability theory the monograph is of potential interest to all people working in the disciplines mentioned above.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Series:	Lecture Notes in Mathematics, 1730
Release date:	May 2000
First published:	2000
Authors:	Siegfried Graf • Harald Luschgy
Dimensions:	235 x 155 x 14mm (L x W x T)
Format:	Paperback
Pages:	230
Edition:	2000 ed.
ISBN-13:	978-3-540-67394-1
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics
LSN:	3-540-67394-6
Barcode:	9783540673941

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