waveslim 1.4 has recently been uploaded to CRAN and is fully compatible with Rv2.0. The package includes: Basic wavelet routines for time series (1D), image (2D) and array (3D) analysis. The code provided here is based on wavelet methodology developed in Percival and Walden (2000) and Gencay, Selcuk and Whitcher (2001). All figures in chapters 4-7 of GSW (2001) are reproducible using this package and R code available at http://www.cgd.ucar.edu/stats/staff/whitcher/book/GSW_figures.R. Gencay, R., Selcuk, F. and Whitcher, B. (2001). An Introduction to Wavelets and Other Filtering Methods for Finance and Economics. Academic Press, San Diego. Percival, D.B., and Walden, A.T. (2000). Wavelet Methods for Time Series Analysis. Cambridge University Press, Cambridge. Besides ensuring usability with the most recent version of R, two additional "flavors" of wavelet methodology have been added to the package: (1) Hilbert wavelet pairs and (2) the dual-tree complex wavelet transform [only 1D and 2D ported from Matlab code by Selesnick]. The dual-tree CWT code has not been optimized for R (only a "direct" port from Matlab) so reasonable speed-ups are anticipated in the future. Comments/bug reports are welcome. References for (1) include: Selesnick, I.W. (2001). Hilbert transform pairs of wavelet bases. IEEE Signal Processing Letters 8 (6), 170–173. Selesnick, I.W. (2002). The design of approximate Hilbert transform pairs of wavelet bases. IEEE Transactions on Signal Processing 50 (5), 1144–1152. Whitcher, B. and P.F. Craigmile (2004). Multivariate Spectral Analysis Using Hilbert Wavelet Pairs, International Journal of Wavelets, Multiresolution and Information Processing, 2 (4), in press. References for (2) include: Kingsbury, N. (1999). Image processing with complex wavelets. Proceedings of the Royal Society of London, Series A, 357, 2543–2560. Kingsbury, N. (2001). Complex wavelets for shift invariant analysis and filtering of signals. Applied and Computational Harmonic Analysis, 10 (3), 234–253. ======= Brandon Brandon Whitcher, PhD Translational Medicine & Technology GlaxoSmithKline Greenford Road Greenford UB6 0HE, United Kingdom Tel: +44 (0)20 8966 4511 Fax: +44 (0)20 8966 2757 Mob: +44 (0)7717 800 375
updated package waveslim 1.4
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