https://github.com/pedroguarderas/krig

Spatial Statistic with Kriging
https://github.com/pedroguarderas/krig

anova-kernels co-kriging gaussian-processes geostatistics kernels kriging r sensitivity-analysis sobol spatial-statistics

Last synced: about 2 months ago
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Spatial Statistic with Kriging

• Host: GitHub
• URL: https://github.com/pedroguarderas/krig
• Owner: pedroguarderas
• Created: 2014-07-14T20:59:05.000Z (over 10 years ago)
• Default Branch: master
• Last Pushed: 2022-10-02T21:07:50.000Z (over 2 years ago)
• Last Synced: 2023-08-12T22:06:45.126Z (over 1 year ago)
• Topics: anova-kernels, co-kriging, gaussian-processes, geostatistics, kernels, kriging, r, sensitivity-analysis, sobol, spatial-statistics
• Language: C++
• Homepage:
• Size: 188 KB
• Stars: 3
• Watchers: 7
• Forks: 3
• Open Issues: 1
• Metadata Files:
  • Readme: README.Rmd

Awesome Lists containing this project

README

        
---

output: github_document

---

```{r, echo = FALSE}

knitr::opts_chunk$set(

  collapse = TRUE,

  comment = "#>",

  fig.path = "README-"

)

```

#KRIG

Implements different methods for spatial statistics, in particular focused in Kriging based models. 

We count with different implemented models, simple, ordinary and universal forms of Kriging, 

co-Kriging and regression Kriging models. Includes, multivariate sensitivity analysis under an 

approximation designed over Reproducing Kernel Hilbert Spaces and computation of Sobol indexes 

under this framework.