https://github.com/egpivo/autofrk

R Package: Automatic Fixed Rank Kriging
https://github.com/egpivo/autofrk

kriging r r-package rcppeigen spatial

Last synced: about 2 months ago
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R Package: Automatic Fixed Rank Kriging

• Host: GitHub
• URL: https://github.com/egpivo/autofrk
• Owner: egpivo
• Created: 2019-10-20T07:46:06.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2024-08-26T16:44:42.000Z (9 months ago)
• Last Synced: 2025-02-14T12:49:04.847Z (4 months ago)
• Topics: kriging, r, r-package, rcppeigen, spatial
• Language: R
• Homepage: https://egpivo.github.io/autoFRK/
• Size: 6.64 MB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Changelog: NEWS.md

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README

        
## autoFRK Package

  [![CRAN_Status_Badge](https://www.r-pkg.org/badges/version/autoFRK?color=green)](https://cran.r-project.org/package=autoFRK)

  [![Downloads](https://cranlogs.r-pkg.org/badges/grand-total/autoFRK?color=brightgreen)](https://www.r-pkg.org/pkg/autoFRK)

  [![R build status](https://github.com/egpivo/autoFRK/workflows/R-CMD-check/badge.svg)](https://github.com/egpivo/autoFRK/actions)

  [![Coverage Status](https://img.shields.io/codecov/c/github/egpivo/autoFRK/master.svg)](https://codecov.io/github/egpivo/autoFRK?branch=master)

  

### Introduction

`autoFRK` (***Auto***matic ***F***ixed ***R***ank ***K***riging) 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:

```r

devtools::install_github("egpivo/autoFRK")

```

### Usage

- Main function `autoFRL`: see [demo](https://egpivo.github.io/autoFRK/reference/autoFRK.html#examples)

### Authors

- [ShengLi Tzeng](https://math.nsysu.edu.tw/p/405-1183-189657,c959.php?Lang=en)

- [Hsin-Cheng Huang](http://www.stat.sinica.edu.tw/hchuang/ "Hsin-Cheng Huang")

- [Wen-Ting Wang](https://www.linkedin.com/in/wen-ting-wang-6083a17b "Wen-Ting Wang")

### Reference

- Tzeng and Huang (2018). [Resolution Adaptive Fixed Rank Kriging, Technometrics Technometrics 

Volume 60, 2018 - Issue 2](https://www.tandfonline.com/doi/abs/10.1080/00401706.2017.1345701?journalCode=utch20). 

### 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,

  .

```

- 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},

  }

```