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Deconvolution Problems in Nonparametric Statistics (Lecture Notes in Statistics) by Alexander Meister

Deconvolution Problems in Nonparametric Statistics (Lecture Notes in Statistics) by Alexander Meister
English | Mar 25, 2009 | ISBN: 3540875565 | 210 Pages | PDF | 1 MB

Deconvolution problems occur in many ?elds of nonparametric statistics, for example, density estimation based on contaminated data, nonparametric - gression with errors-in-variables, image and signal deblurring. During the last two decades, those topics have received more and more attention.
As appli- tions of deconvolution procedures concern many real-life problems in eco- metrics, biometrics, medical statistics, image reconstruction, one can realize an increasing number of applied statisticians who are interested in nonpa- metric deconvolution methods; on the other hand, some deep results from Fourier analysis, functional analysis, and probability theory are required to understand the construction of deconvolution techniques and their properties so that deconvolution is also particularly challenging for mathematicians.

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Tags: Deconvolution, Problems, Nonparametric, Statistics, Lecture, Statistics, Alexander, Meister

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