autoFRK (Automatic Fixed Rank Kriging) is an R package to mitigate the intensive computation for modeling regularly/irregularly located spatial data using a class of basis functions with multi-resolution features and ordered in terms of their resolutions.
To get the current development version from GitHub:
devtools::install_github("egpivo/autoFRK")- Main function
autoFRL: see demo
- Tzeng and Huang (2018). Resolution Adaptive Fixed Rank Kriging, Technometrics Technometrics Volume 60, 2018 - Issue 2.
GPL (>= 2)
- To cite package ‘autoFRK’ in publications use:
Tzeng S, Huang H, Wang W, Nychka D, Gillespie C (2021). _autoFRK: Automatic Fixed
Rank Kriging_. R package version 1.4.3,
<https://CRAN.R-project.org/package=autoFRK>.
- A BibTeX entry for LaTeX users is
@Manual{,
title = {autoFRK: Automatic Fixed Rank Kriging},
author = {ShengLi Tzeng and Hsin-Cheng Huang and Wen-Ting Wang and Douglas Nychka and Colin Gillespie},
year = {2021},
note = {R package version 1.4.3},
url = {https://CRAN.R-project.org/package=autoFRK},
}