Wavelet Methods in Statistics with R
Wavelet methods have recently undergone a rapid period of development with important implications for a number of disciplines including statistics. This book has three main objectives: (i) providing an introduction to wavelets and their uses in statistics; (ii) acting as a quick and broad reference...
Συγγραφή απο Οργανισμό/Αρχή: | |
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Άλλοι συγγραφείς: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
New York, NY :
Springer New York,
2008.
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Σειρά: | Use R!
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Wavelets, discrete wavelet transforms, non-decimated transforms, wavelet packet transforms, lifting transforms
- Multiscale methods for denoising (wavelet shrinkage)
- Locally stationary wavelet time series and texture modelling
- Multiscale variable transformations for Gaussianization and variance stabilization
- Miscellaneous topics.