Calculation of an Extrapolation Field with Multiscale SBF's

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Description

This function calculates an extrapolation field evaluated on grid with multiscale SBF's. It also provides the density of SBF on grid.

Usage

1
msbf.comp(grid, site, coef, netlab, eta, p0) 

Arguments

grid

grid points of extrapolation sites in radian

site

grid points of observation sites in radian

coef

coefficients of multi-scale SBF's

netlab

vector of labels representing sub-networks

eta

bandwidth parameters for Poisson kernel

p0

(p0+1) will be starting detailed level to be included

Value

field

extrapolation field

density

density of SBF

References

Oh, H-S. (1999) Spherical wavelets and their statistical analysis with applications to meteorological data. Ph.D. Thesis, Department of Statistics, Texas A\&M University, College Station.

Li, T-H. (1999) Multiscale representation and analysis of spherical data by spherical wavelets. SIAM Journal on Scientific Computing, 21, 924–953.

Oh, H-S. and Li, T-H. (2004) Estimation of global temperature fields from scattered observations by a spherical-wavelet-based spatially adaptive method. Journal of the Royal Statistical Society Ser. B, 66, 221–238.

See Also

sbf.comp

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