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 [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.
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