An R Package for Spatial Smoothing

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Documentation for package ‘scpm’ version 2.0.0

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scpm-package 'An R Package for Spatial Smoothing'
A1. Create sss data Convert an object to the class 'sss' for spatial smoothing splines
A2. Define linear terms Linear components of the mean of the model
A3. Define unknown changes Changes in the pattern of response
A4. Define bivariate Spline Bivariate spline
A5. Estimate the model Spatial smoothing with unknown changes in the pattern of response
A6. Obtain approximation Linear approximation to a spline.
AIC Information criterion of the estimated model from 'scp' object.
AIC-method Information criterion of the estimated model from 'scp' object.
AICc Information criterion of the estimated model from 'scp' object.
AICc-method Information criterion of the estimated model from 'scp' object.
AICm Information criterion of the estimated model from 'scp' object.
AICm-method Information criterion of the estimated model from 'scp' object.
as.sss Convert an object to the class 'sss' for spatial smoothing splines
B1. Testing surface Testing the surface model
B2. Plotting Plot observed, fitted values or estimated spline from 'scp' object.
B3. Summary Summary of the estimated model from 'scp' object.
B4. Information criterion Information criterion of the estimated model from 'scp' object.
B5. Variogram Compute and plot the semi-variogram from 'scp' object.
BIC Information criterion of the estimated model from 'scp' object.
BIC-method Information criterion of the estimated model from 'scp' object.
BICc Information criterion of the estimated model from 'scp' object.
BICc-method Information criterion of the estimated model from 'scp' object.
BICj Information criterion of the estimated model from 'scp' object.
BICj-method Information criterion of the estimated model from 'scp' object.
cp Changes in the pattern of response
create.sss Convert an object to the class 'sss' for spatial smoothing splines
GIC Information criterion of the estimated model from 'scp' object.
GIC-method Information criterion of the estimated model from 'scp' object.
GICb Information criterion of the estimated model from 'scp' object.
GICb-method Information criterion of the estimated model from 'scp' object.
GIChq Information criterion of the estimated model from 'scp' object.
GIChq-method Information criterion of the estimated model from 'scp' object.
GICpn Information criterion of the estimated model from 'scp' object.
GICpn-method Information criterion of the estimated model from 'scp' object.
is.sss Convert an object to the class 'sss' for spatial smoothing splines
landim1 geoR's landim1 dataset
linear Linear components of the mean of the model
plot Plot observed, fitted values or estimated spline from 'scp' object.
plot-method Plot observed, fitted values or estimated spline from 'scp' object.
s2D Bivariate spline
scp Spatial smoothing with unknown changes in the pattern of response
scpApproximate Linear approximation to a spline.
scpApproximate-method Linear approximation to a spline.
scpm 'An R Package for Spatial Smoothing'
sss Class '"sss"'
sss-class Class '"sss"'
sss2df Convert an object to the class 'sss' for spatial smoothing splines
sssFit Class '"sssFit"'
sssFit-class Class '"sssFit"'
summary Summary of the estimated model from 'scp' object.
summary-method Summary of the estimated model from 'scp' object.
testSurface Testing the surface model
testSurface-method Testing the surface model
Variogram Compute and plot the semi-variogram from 'scp' object.
Variogram-method Compute and plot the semi-variogram from 'scp' object.