SpherWave: Spherical Wavelets and SW-based Spatially Adaptive Methods

This package carries out spherical wavelet transform developed by Li (1999) and Oh (1999), and implements wavelet thresholding approaches proposed by Oh and Li (2004).

Author
Hee-Seok Oh <heeseok.oh@gmail.com>, Donghoh Kim <donghoh.kim@gmail.com>
Date of publication
2013-04-25 11:21:10
Maintainer
Donghoh Kim <donghoh.kim@gmail.com>
License
GPL (>= 2)
Version
1.2.2
URLs

View on CRAN

Man pages

bandwidth
Calculation of Bandwidth Parameter
centerpoints
Generation of Center Points
coefmatrix
Computation of Coefficients of SBF and SW
cov.comp
Computation of Covariance Matrix
eta.comp
Calculation of Bandwidth Parameters of Poisson Kernel/SBF's
gcv.lambda
Calculation of Generalized Cross-validation
gg.comp
Computation of Design Matrix induced by Multi-scale SBF's for...
grid
Generation of Grid
lambda.global
Global Thresholding Value
lscoef.comp
Computation of Interpolation Coefficients of Multi-scale SBF...
ls.comp
Computation of Coefficients of Multi-scale SBF Representation
mcov.comp
Computation of Covariance Matrix
mesh
Creation of M by N grid
mracoef.comp
Computation of Global and Local Coefficients of Multiscale...
mrafield.comp
Decomposition of a Field
mrs.comp.thresh.global
Global Thresholding of SW Coefficients
mrs.comp.thresh.level
Level-dependent Thresholding of SW Coefficients
mrsfield.comp.thresh.global
Generation of Detailed Fields by Global Thresholding
mrsfield.comp.thresh.level
Generation of Detailed Fields by Level-dependent Thresholding
msbf.comp
Calculation of an Extrapolation Field with Multiscale SBF's
multi-levels
Deciding the Number of Multi-Resolution Levels
netlab
Bottom-Up Network Design
network
Generation of Network Levels
network.design
Network Design
pk
Calculation of Normalized Poisson Kernel
ridge.comp
Computation of Coefficients of Multi-scale SBF's by Ridge...
ridge.diacomp
Calculation of Generalized Cross-validation
sbf
Extrapolation with Multi-sale SBF's
sbf.comp
Calculation of Field and Density with Multi-sale SBF's
SpherWave
Spherical Wavelets and SW-based spatially adaptive methods
SpherWave-internal
Internal SpherWave Functions
swd
Decomposition
sw.plot
Plot of Observation, Network Design, Field, SW Coefficient,...
swr
Spherical Wavelet Reconstruction of 'swd' Object
swthresh
Thresholding of Spherical Wavelet Decomposition ('swd')...
temperature
The Surface Air Temperature
thresh.global
Global Thresholding of SW Coefficients
thresh.level
Level-dependent Thresholding of SW Coefficients

Files in this package

SpherWave
SpherWave/MD5
SpherWave/src
SpherWave/src/SpherWave.f
SpherWave/R
SpherWave/R/sw_function_swthresh2.R
SpherWave/R/sw_function_swd2.R
SpherWave/R/sw_function_sbf2.R
SpherWave/R/sw_function_network2.R
SpherWave/NAMESPACE
SpherWave/man
SpherWave/man/thresh.level.Rd
SpherWave/man/thresh.global.Rd
SpherWave/man/temperature.Rd
SpherWave/man/swthresh.Rd
SpherWave/man/swr.Rd
SpherWave/man/swd.Rd
SpherWave/man/sw.plot.Rd
SpherWave/man/SpherWave.Rd
SpherWave/man/SpherWave-internal.Rd
SpherWave/man/sbf.Rd
SpherWave/man/sbf.comp.Rd
SpherWave/man/ridge.diacomp.Rd
SpherWave/man/ridge.comp.Rd
SpherWave/man/pk.Rd
SpherWave/man/network.Rd
SpherWave/man/network.design.Rd
SpherWave/man/netlab.Rd
SpherWave/man/multi-levels.Rd
SpherWave/man/msbf.comp.Rd
SpherWave/man/mrsfield.comp.thresh.level.Rd
SpherWave/man/mrsfield.comp.thresh.global.Rd
SpherWave/man/mrs.comp.thresh.level.Rd
SpherWave/man/mrs.comp.thresh.global.Rd
SpherWave/man/mrafield.comp.Rd
SpherWave/man/mracoef.comp.Rd
SpherWave/man/mesh.Rd
SpherWave/man/mcov.comp.Rd
SpherWave/man/lscoef.comp.Rd
SpherWave/man/ls.comp.Rd
SpherWave/man/lambda.global.Rd
SpherWave/man/grid.Rd
SpherWave/man/gg.comp.Rd
SpherWave/man/gcv.lambda.Rd
SpherWave/man/eta.comp.Rd
SpherWave/man/cov.comp.Rd
SpherWave/man/coefmatrix.Rd
SpherWave/man/centerpoints.Rd
SpherWave/man/bandwidth.Rd
SpherWave/DESCRIPTION
SpherWave/data
SpherWave/data/temperature.rda
SpherWave/data/netlab.rda