Spherical Wavelets and SW-based Spatially Adaptive Methods


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Documentation for package ‘SpherWave’ version 1.1.0

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SpherWave-package Spherical Wavelets and SW-based spatially adaptive methods
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 Ridge Regression
gotnetlevel Deciding the Number of Multi-Resolution Levels
gotred.grid Generation of Network Levels
gotredcenter Generation of Center Points
gotredgrid Generation of Grid
gotreg.grid Generation of Network Levels
gotregcenter Generation of Center Points
gotreggrid Generation of Grid
grid Generation of Grid
hsred.grid Generation of Network Levels
hsreg.grid Generation of Network Levels
lambda.global Global Thresholding Value
ls.comp Computation of Coefficients of Multi-scale SBF Representation
lscoef.comp Computation of Interpolation Coefficients of Multi-scale SBF Representation
mcov.comp Computation of Covariance Matrix
mesh Creation of M by N grid
modnetlevel Deciding the Number of Multi-Resolution Levels
modredcenter Generation of Center Points
modredgrid Generation of Grid
modregcenter Generation of Center Points
modreggrid Generation of Grid
mracoef.comp Computation of Global and Local Coefficients of Multiscale SBF Representation
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
netlevel Deciding the Number of Multi-Resolution Levels
network Generation of Network Levels
network.design Network Design
pk Calculation of Normalized Poisson Kernel
red.grid Generation of Network Levels
redcenter Generation of Center Points
redgrid Generation of Grid
reg.grid Generation of Network Levels
regcenter Generation of Center Points
reggrid Generation of Grid
ridge.comp Computation of Coefficients of Multi-scale SBF's by Ridge Regression
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
sw.plot Plot of Observation, Network Design, Field, SW Coefficient, Decomposition or Reconstruction Result
swd Decomposition
swr Spherical Wavelet Reconstruction of ‘swd’ Object
swthresh Thresholding of Spherical Wavelet Decomposition (‘swd’) Object
temperature The Surface Air Temperature
thresh.global Global Thresholding of SW Coefficients
thresh.level Level-dependent Thresholding of SW Coefficients