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deform: Spatial Deformation and Dimension Expansion Gaussian Processes

Methods for fitting nonstationary Gaussian process models by spatial deformation, as introduced by Sampson and Guttorp (1992) <doi:10.1080/01621459.1992.10475181>, and by dimension expansion, as introduced by Bornn et al. (2012) <doi:10.1080/01621459.2011.646919>. Low-rank thin-plate regression splines, as developed in Wood, S.N. (2003) <doi:10.1111/1467-9868.00374>, are used to either transform co-ordinates or create new latent dimensions.

Version: 1.0.0
Depends: R (≥ 3.5.0)
Imports: Rcpp (≥ 1.0.10), MASS
LinkingTo: Rcpp, RcppArmadillo
Suggests: lattice, gridExtra
Published: 2023-10-19
DOI: 10.32614/CRAN.package.deform
Author: Ben Youngman ORCID iD [aut, cre]
Maintainer: Ben Youngman <b.youngman at exeter.ac.uk>
License: GPL-3
NeedsCompilation: yes
CRAN checks: deform results

Documentation:

Reference manual: deform.pdf

Downloads:

Package source: deform_1.0.0.tar.gz
Windows binaries: r-devel: deform_1.0.0.zip, r-release: deform_1.0.0.zip, r-oldrel: deform_1.0.0.zip
macOS binaries: r-release (arm64): deform_1.0.0.tgz, r-oldrel (arm64): deform_1.0.0.tgz, r-release (x86_64): deform_1.0.0.tgz, r-oldrel (x86_64): deform_1.0.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=deform to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.