autoFRK Package

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Introduction

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.

Installation

To get the current development version from GitHub:

devtools::install_github("egpivo/autoFRK")

Usage

  • Main function autoFRL: see demo

License

GPL (>= 2)

Citation

  • 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},
  }