wavethresh-package: Wavelets Statistics and Transforms

wavethresh-packageR Documentation

Wavelets Statistics and Transforms

Description

Performs 1, 2 and 3D real and complex-valued wavelet transforms, nondecimated transforms, wavelet packet transforms, nondecimated wavelet packet transforms, multiple wavelet transforms, complex-valued wavelet transforms, wavelet shrinkage for various kinds of data, locally stationary wavelet time series, nonstationary multiscale transfer function modeling, density estimation.

Details

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See book or individual help pages for main functions. For example, wd for the one-dimensional discrete wavelet transform.

Author(s)

Guy Nason [aut, cre], Stuart Barber [ctb], Tim Downie [ctb], Piotr Frylewicz [ctb], Arne Kovac [ctb], Todd Ogden [ctb], Bernard Silverman [ctb]

Maintainer: Guy Nason <g.nason@imperial.ac.uk>

References

Nason, G.P. (2008) Wavelet methods in Statistics with R. Springer, New York. Book URL.

See Also

ewspec, imwd, threshold, wd, wst

Examples

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# See examples in individual help pages
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wavethresh documentation built on Sept. 11, 2024, 9:33 p.m.