Package: deform 1.0.1

Ben Youngman

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.

Authors:Ben Youngman [aut, cre]

deform_1.0.1.tar.gz
deform_1.0.1.tar.gz(r-4.7-arm64)deform_1.0.1.tar.gz(r-4.7-x86_64)deform_1.0.1.tar.gz(r-4.6-arm64)deform_1.0.1.tar.gz(r-4.6-x86_64)
deform_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
deform/json (API)
NEWS

# Install 'deform' in R:
install.packages('deform', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:
  • solar - Variance-covariance matrix for British Columbia solar radiation data

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblascppopenmp

1.00 score 1 stars 2 scripts 165 downloads 9 exports 3 dependencies

Last updated from:92c22bf63b. Checks:6 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-arm64OK186
linux-devel-x86_64OK199
source / vignettesOK192
linux-release-arm64OK187
linux-release-x86_64OK164
wasm-releaseOK140

Exports:anisocencorcencovdeformexpandplot.deformpredict.deformsimulate.deformvariogram

Dependencies:MASSRcppRcppArmadillo