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intkrige  

A Numerical Implementation of Interval-Valued Kriging
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("intkrige", "1.0.1")



Attach the package and use:
library("intkrige")
Maintained by
Brennan Bean
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-07-07
Latest Update: 2020-02-07
Description:
An interval-valued extension of ordinary and simple kriging. Optimization of the function is based on a generalized interval distance. This creates a non-differentiable cost function that requires a differentiable approximation to the absolute value function. This differentiable approximation is optimized using a Newton-Raphson algorithm with a penalty function to impose the constraints. Analyses in the package are driven by the 'intsp' and 'intgrd' classes, which are interval-valued extensions of 'SpatialPointsDataFrame' and 'SpatialPixelsDataFrame' respectively. The package includes several wrappers to functions in the 'gstat' and 'sp' packages.
How to cite:
Brennan Bean (2019). intkrige: A Numerical Implementation of Interval-Valued Kriging. R package version 1.0.1, https://cran.r-project.org/web/packages/intkrige
Previous versions and publish date:
1.0.0 (2019-07-07 13:00)
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