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Elliptically contoured models in statistics
Authors: ---
ISBN: 0792321154 9780792321156 Year: 1993 Volume: 240 Publisher: Dordrecht ; Boston ; London Kluwer academic publishers

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Bivariate discrete distributions
Authors: ---
ISBN: 0824787021 Year: 1992 Volume: 132 Publisher: New York Dekker

Inspection errors for attributes in quality control
Authors: --- ---
ISBN: 0412387700 9781489931962 1489931961 9781003059868 1003059864 9781000126266 1000126269 9781000153040 1000153045 9781000110005 1000110001 9780412387708 Year: 1991 Volume: 44 Publisher: London Chapman and Hall

Exploring the limits of bootstrap
Authors: ---
ISBN: 0471536318 9780471536314 Year: 1992 Volume: vol *38 Publisher: New York Wiley

Foundations of quantization for probability distributions
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ISBN: 3540673946 3540455779 9783540673941 Year: 2000 Volume: 1730 Publisher: Berlin ; Heidelberg ; New York Springer Verlag

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Abstract

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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