Other packages > Find by keyword >

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]
All associated links for this package
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 21 Nov. 2024.
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
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA