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).

AuthorHee-Seok Oh <heeseok.oh@gmail.com>, Donghoh Kim <donghoh.kim@gmail.com>
Date of publication2013-04-25 11:21:10
MaintainerDonghoh Kim <donghoh.kim@gmail.com>
LicenseGPL (>= 2)
Version1.2.2
http://stat.snu.ac.kr/heeseok/SpherWave.html

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.