autoFRK Package

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("SpaceTimeViz/autoFRK")

Usage

• Main function autoFRL: see demo

Authors

• ShengLi Tzeng
• Hsin-Cheng Huang
• Wen-Ting Wang

Reference

• Tzeng and Huang (2018). Resolution Adaptive Fixed Rank Kriging, Technometrics Technometrics Volume 60, 2018 - Issue 2.

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},
  }