Network Design
Calculation of Generalized Cross-validation
Level-dependent Thresholding of SW Coefficients
Decomposition of a Field
Global Thresholding Value
Calculation of Bandwidth Parameter
Creation of M by N grid
Thresholding of Spherical Wavelet Decomposition (`swd') Object
Calculation of Bandwidth Parameters of Poisson Kernel/SBF's
Generation of Grid
The Surface Air Temperature
Deciding the Number of Multi-Resolution Levels
Generation of Center Points
Generation of Network Levels
Calculation of Normalized Poisson Kernel
Plot of Observation, Network Design, Field, SW Coefficient, Decomposition or Reconstruction Result
Calculation of an Extrapolation Field with Multiscale SBF's
mrsfield.comp.thresh.global
Generation of Detailed Fields by Global Thresholding
Decomposition
Computation of Coefficients of Multi-scale SBF Representation
mrsfield.comp.thresh.level
Generation of Detailed Fields by Level-dependent Thresholding
Computation of Coefficients of Multi-scale SBF's by Ridge Regression
Computation of Covariance Matrix
Calculation of Generalized Cross-validation
Spherical Wavelets and SW-based spatially adaptive methods
Computation of Covariance Matrix
Computation of Design Matrix induced by Multi-scale SBF's for Ridge Regression
Calculation of Field and Density with Multi-sale SBF's
Bottom-Up Network Design
Global Thresholding of SW Coefficients
Extrapolation with Multi-sale SBF's
Computation of Interpolation Coefficients of Multi-scale SBF Representation
Global Thresholding of SW Coefficients
Level-dependent Thresholding of SW Coefficients
Computation of Coefficients of SBF and SW
Computation of Global and Local Coefficients of Multiscale SBF Representation
Spherical Wavelet Reconstruction of `swd' Object
Internal SpherWave Functions