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deform  

Spatial Deformation and Dimension Expansion Gaussian Processes
View on CRAN: Click here


Download and install deform package within the R console
Install from CRAN:
install.packages("deform")

Install from Github:
library("remotes")
install_github("cran/deform")

Install by package version:
library("remotes")
install_version("deform", "1.0.0")



Attach the package and use:
library("deform")
Maintained by
Ben Youngman
[Scholar Profile | Author Map]
First Published: 2023-10-19
Latest Update: 2023-10-19
Description:
Methods for fitting nonstationary Gaussian process models by spatial deformation, as introduced by Sampson and Guttorp (1992) , and by dimension expansion, as introduced by Bornn et al. (2012) . Low-rank thin-plate regression splines, as developed in Wood, S.N. (2003) , are used to either transform co-ordinates or create new latent dimensions.
How to cite:
Ben Youngman (2023). deform: Spatial Deformation and Dimension Expansion Gaussian Processes. R package version 1.0.0, https://cran.r-project.org/web/packages/deform. Accessed 29 Mar. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited deform R package
View deform citation profile
Other R packages that deform depends, imports, suggests or enhances
Complete documentation for deform
Functions, R codes and Examples using the deform R package
Some associated functions: aniso . cencov . deform . expand . plot.deform . predict.deform . simulate.deform . solar . variogram . 
Some associated R codes: RcppExports.R . aniso.R . bijective.R . borrowed.R . bvn.R . data.R . deformation.R . expansion.R . nohelp.R . s3.R .  Full deform package functions and examples
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