cocons

R package for nonstationary spatial modeling with covariate-based covariance functions

https://github.com/blasif/cocons

Science Score: 36.0%

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    Links to: arxiv.org
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    Low similarity (12.9%) to scientific vocabulary

Keywords

covariance-matrix cpp estimation gaussian-processes large-dataset nonstationarity optimization prediction r r-package simulation
Last synced: 6 months ago · JSON representation

Repository

R package for nonstationary spatial modeling with covariate-based covariance functions

Basic Info
  • Host: GitHub
  • Owner: blasif
  • License: gpl-3.0
  • Language: R
  • Default Branch: main
  • Homepage:
  • Size: 41.7 MB
Statistics
  • Stars: 3
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 4
Topics
covariance-matrix cpp estimation gaussian-processes large-dataset nonstationarity optimization prediction r r-package simulation
Created over 1 year ago · Last pushed 6 months ago
Metadata Files
Readme Changelog License

README.md

cocons

Downloads Total Downloads Version GitHub R package version cran checks status License codecov

R package for nonstationary spatial modeling, simulation, and prediction of Gaussian processes with modular covariate-based covariance functions.

True Process Nonstationary Model Stationary Model

For a brief introduction: R install.packages("cocons") library(cocons) vignette("cocons")

or you can check the vignette directly here.

For a description of the class of modular covariate-based covariance functions implemented in this package, please check the following article.

Bugs and/or errors?: feel free to add new issues on https://github.com/blasif/cocons/issues.

Owner

  • Name: Federico Blasi
  • Login: blasif
  • Kind: user

GitHub Events

Total
  • Release event: 1
  • Watch event: 1
  • Issue comment event: 2
  • Push event: 33
  • Pull request event: 6
  • Create event: 1
Last Year
  • Release event: 1
  • Watch event: 1
  • Issue comment event: 2
  • Push event: 33
  • Pull request event: 6
  • Create event: 1

Packages

  • Total packages: 1
  • Total downloads:
    • cran 242 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 5
  • Total maintainers: 1
cran.r-project.org: cocons

Covariate-Based Covariance Functions for Nonstationary Spatial Modeling

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 242 Last month
Rankings
Dependent packages count: 28.5%
Dependent repos count: 35.1%
Average: 50.1%
Downloads: 86.7%
Maintainers (1)
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.5.0 depends
  • Rcpp >= 1.0.10 imports
  • fields * imports
  • knitr * imports
  • methods * imports
  • optimParallel * imports
  • spam >= 2.9.1 imports