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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Foundations of Quantization for Probability Distributions

Foundations of Quantization for Probability Distributions

Luschgy, Harald
Graf, Siegfried

Paperback

Series: Lecture Notes in Mathematics, Book 1730

Medical ReferenceGeneral ComputersProbability & Statistics

ISBN10: 3540673946
ISBN13: 9783540673941
Publisher: Springer
Published: May 16 2000
Pages: 230
Weight: 1.14
Height: 0.56 Width: 6.14 Depth: 9.21
Language: English
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.

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