Deconvolution Problems in Nonparametric Statistics
Alexander Meister
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Description for Deconvolution Problems in Nonparametric Statistics
Paperback. This book gives an introduction to deconvolution problems in nonparametric statistics. It details some real-life applications as well as methodology and theory. Series: Lecture Notes in Statistics. Num Pages: 216 pages, biography. BIC Classification: PBT. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 234 x 159 x 12. Weight in Grams: 334.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2009
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
216
Condition
New
Series
Lecture Notes in Statistics
Number of Pages
210
Place of Publication
Berlin, Germany
ISBN
9783540875567
SKU
V9783540875567
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Deconvolution Problems in Nonparametric Statistics
From the reviews: “This book gives an introduction to deconvolution problems in nonparametric statistics. … The author intends to provide a comprehensive overview on results derived during the last twenty years and to give a discussion on modern and recently solved problems. … The main target group of readers are scientists and graduate students working in mathematical statistics. … ... Read more