KRIG (version 0.1.0)

KRIG-package: Spatial Statistics with Kriging

Description

Implements different methods for spatial statistics, in particular focused with 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.

The linear algebra operations are supported by RcppArmadillo.

References

MatheronTH1970KRIG

Chiles2011GeosKRIG

Kanova:2013KRIG

Rasmussen2005GPMLKRIG

SteinInterSpatialKRIG

Clark1979GeoKRIG

Aronszajn:ThRKKRIG

See Also

Useful links:

• https://github.com/pedroguarderas/KRIG

• Report bugs at https://github.com/pedroguarderas/KRIG/issues

Examples

# NOT RUN {
library( KRIG )
vignette( topic = 'copper_mining_2d', package = 'KRIG' )

# }