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GPvecchia  

Scalable Gaussian-Process Approximations
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("GPvecchia", "0.1.7")



Attach the package and use:
library("GPvecchia")
Maintained by
Marcin Jurek
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-02
Latest Update: 2024-02-08
Description:
Fast scalable Gaussian process approximations, particularly well suited to spatial (aerial, remote-sensed) and environmental data, described in more detail in Katzfuss and Guinness (2017) . Package also contains a fast implementation of the incomplete Cholesky decomposition (IC0), based on Schaefer et al. (2019) and MaxMin ordering proposed in Guinness (2018) .
How to cite:
Marcin Jurek (2019). GPvecchia: Scalable Gaussian-Process Approximations. R package version 0.1.7, https://cran.r-project.org/web/packages/GPvecchia. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2019-10-02 11:50), 0.1.2 (2020-04-14 12:10), 0.1.3 (2020-04-22 16:22), 0.1.4 (2022-10-24 22:57), 0.1.6 (2024-02-08 21:30)
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Complete documentation for GPvecchia
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