Package: deform
Type: Package
Title: Spatial Deformation and Dimension Expansion Gaussian Processes
Version: 1.0.1
Date: 2025-10-13
Description: 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.
License: GPL-3
Imports: Rcpp (>= 1.0.10), MASS
LinkingTo: Rcpp, RcppArmadillo
Suggests: lattice, gridExtra
Depends: R (>= 3.5.0)
Authors@R: 
      c(person("Ben", "Youngman", role = c("aut", "cre"), email = "b.youngman@exeter.ac.uk",
                    comment = c(ORCID = "0000-0003-0215-8189")))
RoxygenNote: 7.3.2
Repository: https://byoungman.r-universe.dev
Date/Publication: 2025-10-13 09:27:44 UTC
RemoteUrl: https://github.com/byoungman/deform
RemoteRef: HEAD
RemoteSha: 76d7fa800a607ffb5ba3d16f61f7835743ebcd63
NeedsCompilation: yes
Packaged: 2026-06-11 09:39:35 UTC; root
Author: Ben Youngman [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-0215-8189>)
Maintainer: Ben Youngman <b.youngman@exeter.ac.uk>