Spatial Deformation and Dimension Expansion Gaussian Processes


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Documentation for package ‘deform’ version 1.0.0

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aniso Fitting anisotropic spatial Gaussian process models
cencor Correlation and covariance matrices from censored data
cencov Correlation and covariance matrices from censored data
deform Fitting low-rank nonstationary spatial Gaussian process models through spatial deformation
expand Fitting low-rank nonstationary spatial Gaussian process models through dimension expansion
plot.deform Plot a fitted 'deform' object
predict.deform Predict from a fitted 'deform' object
simulate.deform Simulate from a fitted 'deform' object
solar Variance-covariance matrix for British Columbia solar radiation data
variogram Plot the variogram for a fitted 'deform' object