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]
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 08 May. 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
Downloads during the last 30 days
04/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/06Downloads for deform024681012141618TrendBars

Today's Hot Picks in Authors and Packages

MultiATSM  
Multicountry Term Structure of Interest Rates Models
Estimation routines for several classes of affine term structure of interest rates models. All the m ...
Download / Learn more Package Citations See dependency  
gaussDiff  
Difference measures for multivariate Gaussian probability density functions
A collection difference measures for multivariate Gaussian probability density functions, such as t ...
Download / Learn more Package Citations See dependency  
gms  
'GAMS' Modularization Support Package
A collection of tools to create, use and maintain modularized model code written in the modeling la ...
Download / Learn more Package Citations See dependency  
MXM  
Feature Selection (Including Multiple Solutions) and Bayesian Networks
Many feature selection methods for a wide range of response variables, including minimal, statistica ...
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  
trajr  
Animal Trajectory Analysis
A toolbox to assist with statistical analysis of animal trajectories. It provides simple access to a ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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