R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
SpatFD
View on CRAN: Click
here
Download and install SpatFD package within the R console
Install from CRAN:
install.packages("SpatFD")
Install from Github:
library("remotes")
install_github("cran/SpatFD") Install by package version:
library("remotes")
install_version("SpatFD", "0.0.1") Attach the package and use:
library("SpatFD")
Maintained by
Martha Patricia Bohorquez Castañeda
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-06-21
Latest Update: 2024-06-21
Description:
Performance of functional kriging, cokriging, optimal sampling and simulation for spatial prediction of functional data. The framework of spatial prediction, optimal sampling and simulation are extended from scalar to functional data. 'SpatFD' is based on the Karhunen-Loève expansion that allows to represent the observed functions in terms of its empirical functional principal components. Based on this approach, the functional auto-covariances and cross-covariances required forspatial functional predictions and optimal sampling, are completely determined by the sum of the spatial auto-covariances and cross-covariances of the respective score components. The package provides new classes of data and functions for modeling spatial dependence structure among curves. The spatial prediction of curves at unsampled locations can be carried out using two types of predictors, and both of them report, the respective variances of the prediction error. In addition, there is a function for the determination of spatial locations sampling configuration that ensures minimum variance of spatial functional prediction. There are also two functions for plotting predicted curves at each location and mapping the surface at each time point, respectively. References Bohorquez, M., Giraldo, R., and Mateu, J. (2016) <doi:10.1007/s10260-015-0340-9>, Bohorquez, M., Giraldo, R., and Mateu, J. (2016) <doi:10.1007/s00477-016-1266-y>, Bohorquez M., Giraldo R. and Mateu J. (2021) <doi:10.1002/9781119387916>.
How to cite:
Martha Patricia Bohorquez Castañeda (2024). SpatFD: Functional Geostatistics: Univariate and Multivariate Functional Spatial Prediction. R package version 0.0.1, https://cran.r-project.org/web/packages/SpatFD. Accessed 26 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited SpatFD R package
View SpatFD citation profile
Other R packages that SpatFD depends,
imports, suggests or enhances
Complete documentation for SpatFD
Functions, R codes and Examples using
the SpatFD R package
Full SpatFD package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
infotheo
Implements various measures of information theory based on several entropy estimators. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Patrick E. Meyer (view profile)
colormap
Allows to generate colors from palettes defined in the colormap module of 'Node.js'. (see ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Bhaskar Karambelkar (view profile)
tactile
Extensions to 'lattice', providing new high-level functions, methods for existing functions, panel f ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Johan Larsson (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
PoisBinOrdNor
Generation of multiple count, binary, ordinal and normal variables simultaneously given the marginal ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Ran Gao (view profile)
ggblanket
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper
functions. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Hodge (view profile)
27,535
R Packages
236,180
Dependencies
73,223
Author Associations
27,536
Publication Badges
