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000805763 019__ $$a1011680814
000805763 020__ $$a9783319596235$$q(electronic book)
000805763 020__ $$a3319596233$$q(electronic book)
000805763 020__ $$z9783319596228
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000805763 035__ $$aSP(OCoLC)on1012347764
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000805763 08204 $$a515/.2433$$223
000805763 08204 $$a515.7
000805763 1001_ $$aMorettin, Pedro A.
000805763 24510 $$aWavelets in functional data analysis
000805763 260__ $$aCham :$$bSpringer,$$c2017.
000805763 300__ $$a1 online resource (112 p.)
000805763 336__ $$atext$$btxt$$2rdacontent
000805763 337__ $$acomputer$$bc$$2rdamedia
000805763 338__ $$aonline resource$$bcr$$2rdacarrier
000805763 4901_ $$aSpringerBriefs in Mathematics
000805763 504__ $$aIncludes bibliographical references and index.
000805763 506__ $$aAccess limited to authorized users.
000805763 520__ $$aWavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and science. This book presents wavelets in functional data analysis, offering a glimpse of problems in which they can be applied, including tumor analysis, functional magnetic resonance and meteorological data. Starting with the Haar wavelet, the authors explore myriad families of wavelets and how they can be used. High-dimensional data visualization (using Andrews' plots), wavelet shrinkage (a simple, yet powerful, procedure for nonparametric models) and a selection of estimation and testing techniques (including a discussion on Stein's Paradox) make this a highly valuable resource for graduate students and experienced researchers alike.--$$cProvided by publisher.
000805763 588__ $$aDescription based on print version record.
000805763 650_0 $$aWavelets (Mathematics)
000805763 650_0 $$aMathematical statistics.
000805763 7001_ $$aPinheiro, Aluísio.
000805763 7001_ $$aVidakovic, Brani.
000805763 77608 $$iPrint version:$$aMorettin, Pedro A.$$tWavelets in Functional Data Analysis$$dCham : Springer International Publishing,c2017$$z9783319596228
000805763 830_0 $$aSpringerBriefs in mathematics.
000805763 852__ $$bebk
000805763 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-59623-5$$zOnline Access$$91397441.1
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000805763 980__ $$aEBOOK
000805763 980__ $$aBIB
000805763 982__ $$aEbook
000805763 983__ $$aOnline
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